superword.cpp

/*
 * Copyright (c) 2007, 2022, Oracle and/or its affiliates. All rights reserved.
 * DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
 *
 * This code is free software; you can redistribute it and/or modify it
 * under the terms of the GNU General Public License version 2 only, as
 * published by the Free Software Foundation.
 *
 * This code is distributed in the hope that it will be useful, but WITHOUT
 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
 * FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
 * version 2 for more details (a copy is included in the LICENSE file that
 * accompanied this code).
 *
 * You should have received a copy of the GNU General Public License version
 * 2 along with this work; if not, write to the Free Software Foundation,
 * Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
 *
 * Please contact Oracle, 500 Oracle Parkway, Redwood Shores, CA 94065 USA
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 * questions.
 */

#include "precompiled.hpp"
#include "compiler/compileLog.hpp"
#include "libadt/vectset.hpp"
#include "memory/allocation.inline.hpp"
#include "memory/resourceArea.hpp"
#include "opto/addnode.hpp"
#include "opto/callnode.hpp"
#include "opto/castnode.hpp"
#include "opto/convertnode.hpp"
#include "opto/divnode.hpp"
#include "opto/matcher.hpp"
#include "opto/memnode.hpp"
#include "opto/mulnode.hpp"
#include "opto/opcodes.hpp"
#include "opto/opaquenode.hpp"
#include "opto/superword.hpp"
#include "opto/vectornode.hpp"
#include "opto/movenode.hpp"
#include "utilities/powerOfTwo.hpp"

//
//                  S U P E R W O R D   T R A N S F O R M
//=============================================================================

//------------------------------SuperWord---------------------------
SuperWord::SuperWord(PhaseIdealLoop* phase) :
  _phase(phase),
  _arena(phase->C->comp_arena()),
  _igvn(phase->_igvn),
  _packset(arena(), 8,  0, NULL),         // packs for the current block
  _bb_idx(arena(), (int)(1.10 * phase->C->unique()), 0, 0), // node idx to index in bb
  _block(arena(), 8,  0, NULL),           // nodes in current block
  _post_block(arena(), 8, 0, NULL),       // nodes common to current block which are marked as post loop vectorizable
  _data_entry(arena(), 8,  0, NULL),      // nodes with all inputs from outside
  _mem_slice_head(arena(), 8,  0, NULL),  // memory slice heads
  _mem_slice_tail(arena(), 8,  0, NULL),  // memory slice tails
  _node_info(arena(), 8,  0, SWNodeInfo::initial), // info needed per node
  _clone_map(phase->C->clone_map()),      // map of nodes created in cloning
  _cmovev_kit(_arena, this),              // map to facilitate CMoveV creation
  _align_to_ref(NULL),                    // memory reference to align vectors to
  _disjoint_ptrs(arena(), 8,  0, OrderedPair::initial), // runtime disambiguated pointer pairs
  _dg(_arena),                            // dependence graph
  _visited(arena()),                      // visited node set
  _post_visited(arena()),                 // post visited node set
  _n_idx_list(arena(), 8),                // scratch list of (node,index) pairs
  _nlist(arena(), 8, 0, NULL),            // scratch list of nodes
  _stk(arena(), 8, 0, NULL),              // scratch stack of nodes
  _lpt(NULL),                             // loop tree node
  _lp(NULL),                              // CountedLoopNode
  _pre_loop_end(NULL),                    // Pre loop CountedLoopEndNode
  _bb(NULL),                              // basic block
  _iv(NULL),                              // induction var
  _race_possible(false),                  // cases where SDMU is true
  _early_return(true),                    // analysis evaluations routine
  _do_vector_loop(phase->C->do_vector_loop()),  // whether to do vectorization/simd style
  _do_reserve_copy(DoReserveCopyInSuperWord),
  _num_work_vecs(0),                      // amount of vector work we have
  _num_reductions(0),                     // amount of reduction work we have
  _ii_first(-1),                          // first loop generation index - only if do_vector_loop()
  _ii_last(-1),                           // last loop generation index - only if do_vector_loop()
  _ii_order(arena(), 8, 0, 0)
{
#ifndef PRODUCT
  _vector_loop_debug = 0;
  if (_phase->C->method() != NULL) {
    _vector_loop_debug = phase->C->directive()->VectorizeDebugOption;
  }

#endif
}

static const bool _do_vector_loop_experimental = false; // Experimental vectorization which uses data from loop unrolling.

//------------------------------transform_loop---------------------------
void SuperWord::transform_loop(IdealLoopTree* lpt, bool do_optimization) {
  assert(UseSuperWord, "should be");
  // SuperWord only works with power of two vector sizes.
  int vector_width = Matcher::vector_width_in_bytes(T_BYTE);
  if (vector_width < 2 || !is_power_of_2(vector_width)) {
    return;
  }

  assert(lpt->_head->is_CountedLoop(), "must be");
  CountedLoopNode *cl = lpt->_head->as_CountedLoop();

  if (!cl->is_valid_counted_loop(T_INT)) return; // skip malformed counted loop

  bool post_loop_allowed = (PostLoopMultiversioning && Matcher::has_predicated_vectors() && cl->is_post_loop());
  if (post_loop_allowed) {
    if (cl->is_reduction_loop()) return; // no predication mapping
    Node *limit = cl->limit();
    if (limit->is_Con()) return; // non constant limits only
    // Now check the limit for expressions we do not handle
    if (limit->is_Add()) {
      Node *in2 = limit->in(2);
      if (in2->is_Con()) {
        int val = in2->get_int();
        // should not try to program these cases
        if (val < 0) return;
      }
    }
  }

  // skip any loop that has not been assigned max unroll by analysis
  if (do_optimization) {
    if (SuperWordLoopUnrollAnalysis && cl->slp_max_unroll() == 0) return;
  }

  // Check for no control flow in body (other than exit)
  Node *cl_exit = cl->loopexit();
  if (cl->is_main_loop() && (cl_exit->in(0) != lpt->_head)) {
    #ifndef PRODUCT
      if (TraceSuperWord) {
        tty->print_cr("SuperWord::transform_loop: loop too complicated, cl_exit->in(0) != lpt->_head");
        tty->print("cl_exit %d", cl_exit->_idx); cl_exit->dump();
        tty->print("cl_exit->in(0) %d", cl_exit->in(0)->_idx); cl_exit->in(0)->dump();
        tty->print("lpt->_head %d", lpt->_head->_idx); lpt->_head->dump();
        lpt->dump_head();
      }
    #endif
    return;
  }

  // Make sure the are no extra control users of the loop backedge
  if (cl->back_control()->outcnt() != 1) {
    return;
  }

  // Skip any loops already optimized by slp
  if (cl->is_vectorized_loop()) return;

  if (cl->is_unroll_only()) return;

  if (cl->is_main_loop()) {
    // Check for pre-loop ending with CountedLoopEnd(Bool(Cmp(x,Opaque1(limit))))
    CountedLoopEndNode* pre_end = find_pre_loop_end(cl);
    if (pre_end == NULL) {
      return;
    }
    Node* pre_opaq1 = pre_end->limit();
    if (pre_opaq1->Opcode() != Op_Opaque1) {
      return;
    }
    set_pre_loop_end(pre_end);
  }

  init(); // initialize data structures

  set_lpt(lpt);
  set_lp(cl);

  // For now, define one block which is the entire loop body
  set_bb(cl);

  if (do_optimization) {
    assert(_packset.length() == 0, "packset must be empty");
    SLP_extract();
    if (PostLoopMultiversioning && Matcher::has_predicated_vectors()) {
      if (cl->is_vectorized_loop() && cl->is_main_loop() && !cl->is_reduction_loop()) {
        IdealLoopTree *lpt_next = lpt->_next;
        CountedLoopNode *cl_next = lpt_next->_head->as_CountedLoop();
        _phase->has_range_checks(lpt_next);
        if (cl_next->is_post_loop() && !cl_next->range_checks_present()) {
          if (!cl_next->is_vectorized_loop()) {
            int slp_max_unroll_factor = cl->slp_max_unroll();
            cl_next->set_slp_max_unroll(slp_max_unroll_factor);
          }
        }
      }
    }
  }
}

//------------------------------early unrolling analysis------------------------------
void SuperWord::unrolling_analysis(int &local_loop_unroll_factor) {
  bool is_slp = true;
  ResourceMark rm;
  size_t ignored_size = lpt()->_body.size();
  int *ignored_loop_nodes = NEW_RESOURCE_ARRAY(int, ignored_size);
  Node_Stack nstack((int)ignored_size);
  CountedLoopNode *cl = lpt()->_head->as_CountedLoop();
  Node *cl_exit = cl->loopexit_or_null();
  int rpo_idx = _post_block.length();

  assert(rpo_idx == 0, "post loop block is empty");

  // First clear the entries
  for (uint i = 0; i < lpt()->_body.size(); i++) {
    ignored_loop_nodes[i] = -1;
  }

  int max_vector = Matcher::max_vector_size(T_BYTE);
  bool post_loop_allowed = (PostLoopMultiversioning && Matcher::has_predicated_vectors() && cl->is_post_loop());

  // Process the loop, some/all of the stack entries will not be in order, ergo
  // need to preprocess the ignored initial state before we process the loop
  for (uint i = 0; i < lpt()->_body.size(); i++) {
    Node* n = lpt()->_body.at(i);
    if (n == cl->incr() ||
      n->is_reduction() ||
      n->is_AddP() ||
      n->is_Cmp() ||
      n->is_IfTrue() ||
      n->is_CountedLoop() ||
      (n == cl_exit)) {
      ignored_loop_nodes[i] = n->_idx;
      continue;
    }

    if (n->is_If()) {
      IfNode *iff = n->as_If();
      if (iff->_fcnt != COUNT_UNKNOWN && iff->_prob != PROB_UNKNOWN) {
        if (lpt()->is_loop_exit(iff)) {
          ignored_loop_nodes[i] = n->_idx;
          continue;
        }
      }
    }

    if (n->is_Phi() && (n->bottom_type() == Type::MEMORY)) {
      Node* n_tail = n->in(LoopNode::LoopBackControl);
      if (n_tail != n->in(LoopNode::EntryControl)) {
        if (!n_tail->is_Mem()) {
          is_slp = false;
          break;
        }
      }
    }

    // This must happen after check of phi/if
    if (n->is_Phi() || n->is_If()) {
      ignored_loop_nodes[i] = n->_idx;
      continue;
    }

    if (n->is_LoadStore() || n->is_MergeMem() ||
      (n->is_Proj() && !n->as_Proj()->is_CFG())) {
      is_slp = false;
      break;
    }

    // Ignore nodes with non-primitive type.
    BasicType bt;
    if (n->is_Mem()) {
      bt = n->as_Mem()->memory_type();
    } else {
      bt = n->bottom_type()->basic_type();
    }
    if (is_java_primitive(bt) == false) {
      ignored_loop_nodes[i] = n->_idx;
      continue;
    }

    if (n->is_Mem()) {
      MemNode* current = n->as_Mem();
      Node* adr = n->in(MemNode::Address);
      Node* n_ctrl = _phase->get_ctrl(adr);

      // save a queue of post process nodes
      if (n_ctrl != NULL && lpt()->is_member(_phase->get_loop(n_ctrl))) {
        // Process the memory expression
        int stack_idx = 0;
        bool have_side_effects = true;
        if (adr->is_AddP() == false) {
          nstack.push(adr, stack_idx++);
        } else {
          // Mark the components of the memory operation in nstack
          SWPointer p1(current, this, &nstack, true);
          have_side_effects = p1.node_stack()->is_nonempty();
        }

        // Process the pointer stack
        while (have_side_effects) {
          Node* pointer_node = nstack.node();
          for (uint j = 0; j < lpt()->_body.size(); j++) {
            Node* cur_node = lpt()->_body.at(j);
            if (cur_node == pointer_node) {
              ignored_loop_nodes[j] = cur_node->_idx;
              break;
            }
          }
          nstack.pop();
          have_side_effects = nstack.is_nonempty();
        }
      }
    }
  }

  if (is_slp) {
    // Now we try to find the maximum supported consistent vector which the machine
    // description can use
    bool small_basic_type = false;
    bool flag_small_bt = false;
    for (uint i = 0; i < lpt()->_body.size(); i++) {
      if (ignored_loop_nodes[i] != -1) continue;

      BasicType bt;
      Node* n = lpt()->_body.at(i);
      if (n->is_Mem()) {
        bt = n->as_Mem()->memory_type();
      } else {
        bt = n->bottom_type()->basic_type();
      }

      if (post_loop_allowed) {
        if (!small_basic_type) {
          switch (bt) {
          case T_CHAR:
          case T_BYTE:
          case T_SHORT:
            small_basic_type = true;
            break;

          case T_LONG:
            // TODO: Remove when support completed for mask context with LONG.
            //       Support needs to be augmented for logical qword operations, currently we map to dword
            //       buckets for vectors on logicals as these were legacy.
            small_basic_type = true;
            break;

          default:
            break;
          }
        }
      }

      if (is_java_primitive(bt) == false) continue;

         int cur_max_vector = Matcher::max_vector_size(bt);

      // If a max vector exists which is not larger than _local_loop_unroll_factor
      // stop looking, we already have the max vector to map to.
      if (cur_max_vector < local_loop_unroll_factor) {
        is_slp = false;
        if (TraceSuperWordLoopUnrollAnalysis) {
          tty->print_cr("slp analysis fails: unroll limit greater than max vector\n");
        }
        break;
      }

      // Map the maximal common vector
      if (VectorNode::implemented(n->Opcode(), cur_max_vector, bt)) {
        if (cur_max_vector < max_vector && !flag_small_bt) {
          max_vector = cur_max_vector;
        } else if (cur_max_vector > max_vector && UseSubwordForMaxVector) {
          // Analyse subword in the loop to set maximum vector size to take advantage of full vector width for subword types.
          // Here we analyze if narrowing is likely to happen and if it is we set vector size more aggressively.
          // We check for possibility of narrowing by looking through chain operations using subword types.
          if (is_subword_type(bt)) {
            uint start, end;
            VectorNode::vector_operands(n, &start, &end);

            for (uint j = start; j < end; j++) {
              Node* in = n->in(j);
              // Don't propagate through a memory
              if (!in->is_Mem() && in_bb(in) && in->bottom_type()->basic_type() == T_INT) {
                bool same_type = true;
                for (DUIterator_Fast kmax, k = in->fast_outs(kmax); k < kmax; k++) {
                  Node *use = in->fast_out(k);
                  if (!in_bb(use) && use->bottom_type()->basic_type() != bt) {
                    same_type = false;
                    break;
                  }
                }
                if (same_type) {
                  max_vector = cur_max_vector;
                  flag_small_bt = true;
                  cl->mark_subword_loop();
                }
              }
            }
          }
        }
        // We only process post loops on predicated targets where we want to
        // mask map the loop to a single iteration
        if (post_loop_allowed) {
          _post_block.at_put_grow(rpo_idx++, n);
        }
      }
    }
    if (is_slp) {
      local_loop_unroll_factor = max_vector;
      cl->mark_passed_slp();
    }
    cl->mark_was_slp();
    if (cl->is_main_loop()) {
      cl->set_slp_max_unroll(local_loop_unroll_factor);
    } else if (post_loop_allowed) {
      if (!small_basic_type) {
        // avoid replication context for small basic types in programmable masked loops
        cl->set_slp_max_unroll(local_loop_unroll_factor);
      }
    }
  }
}

//------------------------------SLP_extract---------------------------
// Extract the superword level parallelism
//
// 1) A reverse post-order of nodes in the block is constructed.  By scanning
//    this list from first to last, all definitions are visited before their uses.
//
// 2) A point-to-point dependence graph is constructed between memory references.
//    This simplies the upcoming "independence" checker.
//
// 3) The maximum depth in the node graph from the beginning of the block
//    to each node is computed.  This is used to prune the graph search
//    in the independence checker.
//
// 4) For integer types, the necessary bit width is propagated backwards
//    from stores to allow packed operations on byte, char, and short
//    integers.  This reverses the promotion to type "int" that javac
//    did for operations like: char c1,c2,c3;  c1 = c2 + c3.
//
// 5) One of the memory references is picked to be an aligned vector reference.
//    The pre-loop trip count is adjusted to align this reference in the
//    unrolled body.
//
// 6) The initial set of pack pairs is seeded with memory references.
//
// 7) The set of pack pairs is extended by following use->def and def->use links.
//
// 8) The pairs are combined into vector sized packs.
//
// 9) Reorder the memory slices to co-locate members of the memory packs.
//
// 10) Generate ideal vector nodes for the final set of packs and where necessary,
//    inserting scalar promotion, vector creation from multiple scalars, and
//    extraction of scalar values from vectors.
//
void SuperWord::SLP_extract() {

#ifndef PRODUCT
  if (_do_vector_loop && TraceSuperWord) {
    tty->print("SuperWord::SLP_extract\n");
    tty->print("input loop\n");
    _lpt->dump_head();
    _lpt->dump();
    for (uint i = 0; i < _lpt->_body.size(); i++) {
      _lpt->_body.at(i)->dump();
    }
  }
#endif
  // Ready the block
  if (!construct_bb()) {
    return; // Exit if no interesting nodes or complex graph.
  }

  // build    _dg, _disjoint_ptrs
  dependence_graph();

  // compute function depth(Node*)
  compute_max_depth();

  CountedLoopNode *cl = lpt()->_head->as_CountedLoop();
  bool post_loop_allowed = (PostLoopMultiversioning && Matcher::has_predicated_vectors() && cl->is_post_loop());
  if (cl->is_main_loop()) {
    if (_do_vector_loop_experimental) {
      if (mark_generations() != -1) {
        hoist_loads_in_graph(); // this only rebuild the graph; all basic structs need rebuild explicitly

        if (!construct_bb()) {
          return; // Exit if no interesting nodes or complex graph.
        }
        dependence_graph();
        compute_max_depth();
      }

#ifndef PRODUCT
      if (TraceSuperWord) {
        tty->print_cr("\nSuperWord::_do_vector_loop: graph after hoist_loads_in_graph");
        _lpt->dump_head();
        for (int j = 0; j < _block.length(); j++) {
          Node* n = _block.at(j);
          int d = depth(n);
          for (int i = 0; i < d; i++) tty->print("%s", "  ");
          tty->print("%d :", d);
          n->dump();
        }
      }
#endif
    }

    compute_vector_element_type();

    // Attempt vectorization

    find_adjacent_refs();

    if (align_to_ref() == NULL) {
      return; // Did not find memory reference to align vectors
    }

    extend_packlist();

    if (_do_vector_loop_experimental) {
      if (_packset.length() == 0) {
#ifndef PRODUCT
        if (TraceSuperWord) {
          tty->print_cr("\nSuperWord::_do_vector_loop DFA could not build packset, now trying to build anyway");
        }
#endif
        pack_parallel();
      }
    }

    combine_packs();

    construct_my_pack_map();
    if (UseVectorCmov) {
      merge_packs_to_cmovd();
    }

    filter_packs();

    schedule();
  } else if (post_loop_allowed) {
    int saved_mapped_unroll_factor = cl->slp_max_unroll();
    if (saved_mapped_unroll_factor) {
      int vector_mapped_unroll_factor = saved_mapped_unroll_factor;

      // now reset the slp_unroll_factor so that we can check the analysis mapped
      // what the vector loop was mapped to
      cl->set_slp_max_unroll(0);

      // do the analysis on the post loop
      unrolling_analysis(vector_mapped_unroll_factor);

      // if our analyzed loop is a canonical fit, start processing it
      if (vector_mapped_unroll_factor == saved_mapped_unroll_factor) {
        // now add the vector nodes to packsets
        for (int i = 0; i < _post_block.length(); i++) {
          Node* n = _post_block.at(i);
          Node_List* singleton = new Node_List();
          singleton->push(n);
          _packset.append(singleton);
          set_my_pack(n, singleton);
        }

        // map base types for vector usage
        compute_vector_element_type();
      } else {
        return;
      }
    } else {
      // for some reason we could not map the slp analysis state of the vectorized loop
      return;
    }
  }

  output();
}

//------------------------------find_adjacent_refs---------------------------
// Find the adjacent memory references and create pack pairs for them.
// This is the initial set of packs that will then be extended by
// following use->def and def->use links.  The align positions are
// assigned relative to the reference "align_to_ref"
void SuperWord::find_adjacent_refs() {
  // Get list of memory operations
  Node_List memops;
  for (int i = 0; i < _block.length(); i++) {
    Node* n = _block.at(i);
    if (n->is_Mem() && !n->is_LoadStore() && in_bb(n) &&
        is_java_primitive(n->as_Mem()->memory_type())) {
      int align = memory_alignment(n->as_Mem(), 0);
      if (align != bottom_align) {
        memops.push(n);
      }
    }
  }
  if (TraceSuperWord) {
    tty->print_cr("\nfind_adjacent_refs found %d memops", memops.size());
  }

  Node_List align_to_refs;
  int max_idx;
  int best_iv_adjustment = 0;
  MemNode* best_align_to_mem_ref = NULL;

  while (memops.size() != 0) {
    // Find a memory reference to align to.
    MemNode* mem_ref = find_align_to_ref(memops, max_idx);
    if (mem_ref == NULL) break;
    align_to_refs.push(mem_ref);
    int iv_adjustment = get_iv_adjustment(mem_ref);

    if (best_align_to_mem_ref == NULL) {
      // Set memory reference which is the best from all memory operations
      // to be used for alignment. The pre-loop trip count is modified to align
      // this reference to a vector-aligned address.
      best_align_to_mem_ref = mem_ref;
      best_iv_adjustment = iv_adjustment;
      NOT_PRODUCT(find_adjacent_refs_trace_1(best_align_to_mem_ref, best_iv_adjustment);)
    }

    SWPointer align_to_ref_p(mem_ref, this, NULL, false);
    // Set alignment relative to "align_to_ref" for all related memory operations.
    for (int i = memops.size() - 1; i >= 0; i--) {
      MemNode* s = memops.at(i)->as_Mem();
      if (isomorphic(s, mem_ref) &&
           (!_do_vector_loop || same_origin_idx(s, mem_ref))) {
        SWPointer p2(s, this, NULL, false);
        if (p2.comparable(align_to_ref_p)) {
          int align = memory_alignment(s, iv_adjustment);
          set_alignment(s, align);
        }
      }
    }

    // Create initial pack pairs of memory operations for which
    // alignment is set and vectors will be aligned.
    bool create_pack = true;
    if (memory_alignment(mem_ref, best_iv_adjustment) == 0 || _do_vector_loop) {
      if (vectors_should_be_aligned()) {
        int vw = vector_width(mem_ref);
        int vw_best = vector_width(best_align_to_mem_ref);
        if (vw > vw_best) {
          // Do not vectorize a memory access with more elements per vector
          // if unaligned memory access is not allowed because number of
          // iterations in pre-loop will be not enough to align it.
          create_pack = false;
        } else {
          SWPointer p2(best_align_to_mem_ref, this, NULL, false);
          if (!align_to_ref_p.invar_equals(p2)) {
            // Do not vectorize memory accesses with different invariants
            // if unaligned memory accesses are not allowed.
            create_pack = false;
          }
        }
      }
    } else {
      if (same_velt_type(mem_ref, best_align_to_mem_ref)) {
        // Can't allow vectorization of unaligned memory accesses with the
        // same type since it could be overlapped accesses to the same array.
        create_pack = false;
      } else {
        // Allow independent (different type) unaligned memory operations
        // if HW supports them.
        if (vectors_should_be_aligned()) {
          create_pack = false;
        } else {
          // Check if packs of the same memory type but
          // with a different alignment were created before.
          for (uint i = 0; i < align_to_refs.size(); i++) {
            MemNode* mr = align_to_refs.at(i)->as_Mem();
            if (mr == mem_ref) {
              // Skip when we are looking at same memory operation.
              continue;
            }
            if (same_velt_type(mr, mem_ref) &&
                memory_alignment(mr, iv_adjustment) != 0)
              create_pack = false;
          }
        }
      }
    }
    if (create_pack) {
      for (uint i = 0; i < memops.size(); i++) {
        Node* s1 = memops.at(i);
        int align = alignment(s1);
        if (align == top_align) continue;
        for (uint j = 0; j < memops.size(); j++) {
          Node* s2 = memops.at(j);
          if (alignment(s2) == top_align) continue;
          if (s1 != s2 && are_adjacent_refs(s1, s2)) {
            if (stmts_can_pack(s1, s2, align)) {
              Node_List* pair = new Node_List();
              pair->push(s1);
              pair->push(s2);
              if (!_do_vector_loop || same_origin_idx(s1, s2)) {
                _packset.append(pair);
              }
            }
          }
        }
      }
    } else { // Don't create unaligned pack
      // First, remove remaining memory ops of the same type from the list.
      for (int i = memops.size() - 1; i >= 0; i--) {
        MemNode* s = memops.at(i)->as_Mem();
        if (same_velt_type(s, mem_ref)) {
          memops.remove(i);
        }
      }

      // Second, remove already constructed packs of the same type.
      for (int i = _packset.length() - 1; i >= 0; i--) {
        Node_List* p = _packset.at(i);
        MemNode* s = p->at(0)->as_Mem();
        if (same_velt_type(s, mem_ref)) {
          remove_pack_at(i);
        }
      }

      // If needed find the best memory reference for loop alignment again.
      if (same_velt_type(mem_ref, best_align_to_mem_ref)) {
        // Put memory ops from remaining packs back on memops list for
        // the best alignment search.
        uint orig_msize = memops.size();
        for (int i = 0; i < _packset.length(); i++) {
          Node_List* p = _packset.at(i);
          MemNode* s = p->at(0)->as_Mem();
          assert(!same_velt_type(s, mem_ref), "sanity");
          memops.push(s);
        }
        best_align_to_mem_ref = find_align_to_ref(memops, max_idx);
        if (best_align_to_mem_ref == NULL) {
          if (TraceSuperWord) {
            tty->print_cr("SuperWord::find_adjacent_refs(): best_align_to_mem_ref == NULL");
          }
          // best_align_to_mem_ref will be used for adjusting the pre-loop limit in
          // SuperWord::align_initial_loop_index. Find one with the biggest vector size,
          // smallest data size and smallest iv offset from memory ops from remaining packs.
          if (_packset.length() > 0) {
            if (orig_msize == 0) {
              best_align_to_mem_ref = memops.at(max_idx)->as_Mem();
            } else {
              for (uint i = 0; i < orig_msize; i++) {
                memops.remove(0);
              }
              best_align_to_mem_ref = find_align_to_ref(memops, max_idx);
              assert(best_align_to_mem_ref == NULL, "sanity");
              best_align_to_mem_ref = memops.at(max_idx)->as_Mem();
            }
            assert(best_align_to_mem_ref != NULL, "sanity");
          }
          break;
        }
        best_iv_adjustment = get_iv_adjustment(best_align_to_mem_ref);
        NOT_PRODUCT(find_adjacent_refs_trace_1(best_align_to_mem_ref, best_iv_adjustment);)
        // Restore list.
        while (memops.size() > orig_msize)
          (void)memops.pop();
      }
    } // unaligned memory accesses

    // Remove used mem nodes.
    for (int i = memops.size() - 1; i >= 0; i--) {
      MemNode* m = memops.at(i)->as_Mem();
      if (alignment(m) != top_align) {
        memops.remove(i);
      }
    }

  } // while (memops.size() != 0
  set_align_to_ref(best_align_to_mem_ref);

  if (TraceSuperWord) {
    tty->print_cr("\nAfter find_adjacent_refs");
    print_packset();
  }
}

#ifndef PRODUCT
void SuperWord::find_adjacent_refs_trace_1(Node* best_align_to_mem_ref, int best_iv_adjustment) {
  if (is_trace_adjacent()) {
    tty->print("SuperWord::find_adjacent_refs best_align_to_mem_ref = %d, best_iv_adjustment = %d",
       best_align_to_mem_ref->_idx, best_iv_adjustment);
       best_align_to_mem_ref->dump();
  }
}
#endif

//------------------------------find_align_to_ref---------------------------
// Find a memory reference to align the loop induction variable to.
// Looks first at stores then at loads, looking for a memory reference
// with the largest number of references similar to it.
MemNode* SuperWord::find_align_to_ref(Node_List &memops, int &idx) {
  GrowableArray<int> cmp_ct(arena(), memops.size(), memops.size(), 0);

  // Count number of comparable memory ops
  for (uint i = 0; i < memops.size(); i++) {
    MemNode* s1 = memops.at(i)->as_Mem();
    SWPointer p1(s1, this, NULL, false);
    // Only discard unalignable memory references if vector memory references
    // should be aligned on this platform.
    if (vectors_should_be_aligned() && !ref_is_alignable(p1)) {
      *cmp_ct.adr_at(i) = 0;
      continue;
    }
    for (uint j = i+1; j < memops.size(); j++) {
      MemNode* s2 = memops.at(j)->as_Mem();
      if (isomorphic(s1, s2)) {
        SWPointer p2(s2, this, NULL, false);
        if (p1.comparable(p2)) {
          (*cmp_ct.adr_at(i))++;
          (*cmp_ct.adr_at(j))++;
        }
      }
    }
  }

  // Find Store (or Load) with the greatest number of "comparable" references,
  // biggest vector size, smallest data size and smallest iv offset.
  int max_ct        = 0;
  int max_vw        = 0;
  int max_idx       = -1;
  int min_size      = max_jint;
  int min_iv_offset = max_jint;
  for (uint j = 0; j < memops.size(); j++) {
    MemNode* s = memops.at(j)->as_Mem();
    if (s->is_Store()) {
      int vw = vector_width_in_bytes(s);
      assert(vw > 1, "sanity");
      SWPointer p(s, this, NULL, false);
      if ( cmp_ct.at(j) >  max_ct ||
          (cmp_ct.at(j) == max_ct &&
            ( vw >  max_vw ||
             (vw == max_vw &&
              ( data_size(s) <  min_size ||
               (data_size(s) == min_size &&
                p.offset_in_bytes() < min_iv_offset)))))) {
        max_ct = cmp_ct.at(j);
        max_vw = vw;
        max_idx = j;
        min_size = data_size(s);
        min_iv_offset = p.offset_in_bytes();
      }
    }
  }
  // If no stores, look at loads
  if (max_ct == 0) {
    for (uint j = 0; j < memops.size(); j++) {
      MemNode* s = memops.at(j)->as_Mem();
      if (s->is_Load()) {
        int vw = vector_width_in_bytes(s);
        assert(vw > 1, "sanity");
        SWPointer p(s, this, NULL, false);
        if ( cmp_ct.at(j) >  max_ct ||
            (cmp_ct.at(j) == max_ct &&
              ( vw >  max_vw ||
               (vw == max_vw &&
                ( data_size(s) <  min_size ||
                 (data_size(s) == min_size &&
                  p.offset_in_bytes() < min_iv_offset)))))) {
          max_ct = cmp_ct.at(j);
          max_vw = vw;
          max_idx = j;
          min_size = data_size(s);
          min_iv_offset = p.offset_in_bytes();
        }
      }
    }
  }

#ifdef ASSERT
  if (TraceSuperWord && Verbose) {
    tty->print_cr("\nVector memops after find_align_to_ref");
    for (uint i = 0; i < memops.size(); i++) {
      MemNode* s = memops.at(i)->as_Mem();
      s->dump();
    }
  }
#endif

  idx = max_idx;
  if (max_ct > 0) {
#ifdef ASSERT
    if (TraceSuperWord) {
      tty->print("\nVector align to node: ");
      memops.at(max_idx)->as_Mem()->dump();
    }
#endif
    return memops.at(max_idx)->as_Mem();
  }
  return NULL;
}

//------------------span_works_for_memory_size-----------------------------
static bool span_works_for_memory_size(MemNode* mem, int span, int mem_size, int offset) {
  bool span_matches_memory = false;
  if ((mem_size == type2aelembytes(T_BYTE) || mem_size == type2aelembytes(T_SHORT))
    && ABS(span) == type2aelembytes(T_INT)) {
    // There is a mismatch on span size compared to memory.
    for (DUIterator_Fast jmax, j = mem->fast_outs(jmax); j < jmax; j++) {
      Node* use = mem->fast_out(j);
      if (!VectorNode::is_type_transition_to_int(use)) {
        return false;
      }
    }
    // If all uses transition to integer, it means that we can successfully align even on mismatch.
    return true;
  }
  else {
    span_matches_memory = ABS(span) == mem_size;
  }
  return span_matches_memory && (ABS(offset) % mem_size) == 0;
}

//------------------------------ref_is_alignable---------------------------
// Can the preloop align the reference to position zero in the vector?
bool SuperWord::ref_is_alignable(SWPointer& p) {
  if (!p.has_iv()) {
    return true;   // no induction variable
  }
  CountedLoopEndNode* pre_end = pre_loop_end();
  assert(pre_end->stride_is_con(), "pre loop stride is constant");
  int preloop_stride = pre_end->stride_con();

  int span = preloop_stride * p.scale_in_bytes();
  int mem_size = p.memory_size();
  int offset   = p.offset_in_bytes();
  // Stride one accesses are alignable if offset is aligned to memory operation size.
  // Offset can be unaligned when UseUnalignedAccesses is used.
  if (span_works_for_memory_size(p.mem(), span, mem_size, offset)) {
    return true;
  }
  // If the initial offset from start of the object is computable,
  // check if the pre-loop can align the final offset accordingly.
  //
  // In other words: Can we find an i such that the offset
  // after i pre-loop iterations is aligned to vw?
  //   (init_offset + pre_loop) % vw == 0              (1)
  // where
  //   pre_loop = i * span
  // is the number of bytes added to the offset by i pre-loop iterations.
  //
  // For this to hold we need pre_loop to increase init_offset by
  //   pre_loop = vw - (init_offset % vw)
  //
  // This is only possible if pre_loop is divisible by span because each
  // pre-loop iteration increases the initial offset by 'span' bytes:
  //   (vw - (init_offset % vw)) % span == 0
  //
  int vw = vector_width_in_bytes(p.mem());
  assert(vw > 1, "sanity");
  Node* init_nd = pre_end->init_trip();
  if (init_nd->is_Con() && p.invar() == NULL) {
    int init = init_nd->bottom_type()->is_int()->get_con();
    int init_offset = init * p.scale_in_bytes() + offset;
    if (init_offset < 0) { // negative offset from object start?
      return false;        // may happen in dead loop
    }
    if (vw % span == 0) {
      // If vm is a multiple of span, we use formula (1).
      if (span > 0) {
        return (vw - (init_offset % vw)) % span == 0;
      } else {
        assert(span < 0, "nonzero stride * scale");
        return (init_offset % vw) % -span == 0;
      }
    } else if (span % vw == 0) {
      // If span is a multiple of vw, we can simplify formula (1) to:
      //   (init_offset + i * span) % vw == 0
      //     =>
      //   (init_offset % vw) + ((i * span) % vw) == 0
      //     =>
      //   init_offset % vw == 0
      //
      // Because we add a multiple of vw to the initial offset, the final
      // offset is a multiple of vw if and only if init_offset is a multiple.
      //
      return (init_offset % vw) == 0;
    }
  }
  return false;
}
//---------------------------get_vw_bytes_special------------------------
int SuperWord::get_vw_bytes_special(MemNode* s) {
  // Get the vector width in bytes.
  int vw = vector_width_in_bytes(s);

  // Check for special case where there is an MulAddS2I usage where short vectors are going to need combined.
  BasicType btype = velt_basic_type(s);
  if (type2aelembytes(btype) == 2) {
    bool should_combine_adjacent = true;
    for (DUIterator_Fast imax, i = s->fast_outs(imax); i < imax; i++) {
      Node* user = s->fast_out(i);
      if (!VectorNode::is_muladds2i(user)) {
        should_combine_adjacent = false;
      }
    }
    if (should_combine_adjacent) {
      vw = MIN2(Matcher::max_vector_size(btype)*type2aelembytes(btype), vw * 2);
    }
  }

  return vw;
}

//---------------------------get_iv_adjustment---------------------------
// Calculate loop's iv adjustment for this memory ops.
int SuperWord::get_iv_adjustment(MemNode* mem_ref) {
  SWPointer align_to_ref_p(mem_ref, this, NULL, false);
  int offset = align_to_ref_p.offset_in_bytes();
  int scale  = align_to_ref_p.scale_in_bytes();
  int elt_size = align_to_ref_p.memory_size();
  int vw       = get_vw_bytes_special(mem_ref);
  assert(vw > 1, "sanity");
  int iv_adjustment;
  if (scale != 0) {
    int stride_sign = (scale * iv_stride()) > 0 ? 1 : -1;
    // At least one iteration is executed in pre-loop by default. As result
    // several iterations are needed to align memory operations in main-loop even
    // if offset is 0.
    int iv_adjustment_in_bytes = (stride_sign * vw - (offset % vw));
    // iv_adjustment_in_bytes must be a multiple of elt_size if vector memory
    // references should be aligned on this platform.
    assert((ABS(iv_adjustment_in_bytes) % elt_size) == 0 || !vectors_should_be_aligned(),
           "(%d) should be divisible by (%d)", iv_adjustment_in_bytes, elt_size);
    iv_adjustment = iv_adjustment_in_bytes/elt_size;
  } else {
    // This memory op is not dependent on iv (scale == 0)
    iv_adjustment = 0;
  }

#ifndef PRODUCT
  if (TraceSuperWord) {
    tty->print("SuperWord::get_iv_adjustment: n = %d, noffset = %d iv_adjust = %d elt_size = %d scale = %d iv_stride = %d vect_size %d: ",
      mem_ref->_idx, offset, iv_adjustment, elt_size, scale, iv_stride(), vw);
    mem_ref->dump();
  }
#endif
  return iv_adjustment;
}

//---------------------------dependence_graph---------------------------
// Construct dependency graph.
// Add dependence edges to load/store nodes for memory dependence
//    A.out()->DependNode.in(1) and DependNode.out()->B.prec(x)
void SuperWord::dependence_graph() {
  CountedLoopNode *cl = lpt()->_head->as_CountedLoop();
  // First, assign a dependence node to each memory node
  for (int i = 0; i < _block.length(); i++ ) {
    Node *n = _block.at(i);
    if (n->is_Mem() || (n->is_Phi() && n->bottom_type() == Type::MEMORY)) {
      _dg.make_node(n);
    }
  }

  // For each memory slice, create the dependences
  for (int i = 0; i < _mem_slice_head.length(); i++) {
    Node* n      = _mem_slice_head.at(i);
    Node* n_tail = _mem_slice_tail.at(i);

    // Get slice in predecessor order (last is first)
    if (cl->is_main_loop()) {
      mem_slice_preds(n_tail, n, _nlist);
    }

#ifndef PRODUCT
    if(TraceSuperWord && Verbose) {
      tty->print_cr("SuperWord::dependence_graph: built a new mem slice");
      for (int j = _nlist.length() - 1; j >= 0 ; j--) {
        _nlist.at(j)->dump();
      }
    }
#endif
    // Make the slice dependent on the root
    DepMem* slice = _dg.dep(n);
    _dg.make_edge(_dg.root(), slice);

    // Create a sink for the slice
    DepMem* slice_sink = _dg.make_node(NULL);
    _dg.make_edge(slice_sink, _dg.tail());

    // Now visit each pair of memory ops, creating the edges
    for (int j = _nlist.length() - 1; j >= 0 ; j--) {
      Node* s1 = _nlist.at(j);

      // If no dependency yet, use slice
      if (_dg.dep(s1)->in_cnt() == 0) {
        _dg.make_edge(slice, s1);
      }
      SWPointer p1(s1->as_Mem(), this, NULL, false);
      bool sink_dependent = true;
      for (int k = j - 1; k >= 0; k--) {
        Node* s2 = _nlist.at(k);
        if (s1->is_Load() && s2->is_Load())
          continue;
        SWPointer p2(s2->as_Mem(), this, NULL, false);

        int cmp = p1.cmp(p2);
        if (SuperWordRTDepCheck &&
            p1.base() != p2.base() && p1.valid() && p2.valid()) {
          // Create a runtime check to disambiguate
          OrderedPair pp(p1.base(), p2.base());
          _disjoint_ptrs.append_if_missing(pp);
        } else if (!SWPointer::not_equal(cmp)) {
          // Possibly same address
          _dg.make_edge(s1, s2);
          sink_dependent = false;
        }
      }
      if (sink_dependent) {
        _dg.make_edge(s1, slice_sink);
      }
    }

    if (TraceSuperWord) {
      tty->print_cr("\nDependence graph for slice: %d", n->_idx);
      for (int q = 0; q < _nlist.length(); q++) {
        _dg.print(_nlist.at(q));
      }
      tty->cr();
    }

    _nlist.clear();
  }

  if (TraceSuperWord) {
    tty->print_cr("\ndisjoint_ptrs: %s", _disjoint_ptrs.length() > 0 ? "" : "NONE");
    for (int r = 0; r < _disjoint_ptrs.length(); r++) {
      _disjoint_ptrs.at(r).print();
      tty->cr();
    }
    tty->cr();
  }

}

//---------------------------mem_slice_preds---------------------------
// Return a memory slice (node list) in predecessor order starting at "start"
void SuperWord::mem_slice_preds(Node* start, Node* stop, GrowableArray<Node*> &preds) {
  assert(preds.length() == 0, "start empty");
  Node* n = start;
  Node* prev = NULL;
  while (true) {
    NOT_PRODUCT( if(is_trace_mem_slice()) tty->print_cr("SuperWord::mem_slice_preds: n %d", n->_idx);)
    assert(in_bb(n), "must be in block");
    for (DUIterator_Fast imax, i = n->fast_outs(imax); i < imax; i++) {
      Node* out = n->fast_out(i);
      if (out->is_Load()) {
        if (in_bb(out)) {
          preds.push(out);
          if (TraceSuperWord && Verbose) {
            tty->print_cr("SuperWord::mem_slice_preds: added pred(%d)", out->_idx);
          }
        }
      } else {
        // FIXME
        if (out->is_MergeMem() && !in_bb(out)) {
          // Either unrolling is causing a memory edge not to disappear,
          // or need to run igvn.optimize() again before SLP
        } else if (out->is_Phi() && out->bottom_type() == Type::MEMORY && !in_bb(out)) {
          // Ditto.  Not sure what else to check further.
        } else if (out->Opcode() == Op_StoreCM && out->in(MemNode::OopStore) == n) {
          // StoreCM has an input edge used as a precedence edge.
          // Maybe an issue when oop stores are vectorized.
        } else {
          assert(out == prev || prev == NULL, "no branches off of store slice");
        }
      }//else
    }//for
    if (n == stop) break;
    preds.push(n);
    if (TraceSuperWord && Verbose) {
      tty->print_cr("SuperWord::mem_slice_preds: added pred(%d)", n->_idx);
    }
    prev = n;
    assert(n->is_Mem(), "unexpected node %s", n->Name());
    n = n->in(MemNode::Memory);
  }
}

//------------------------------stmts_can_pack---------------------------
// Can s1 and s2 be in a pack with s1 immediately preceding s2 and
// s1 aligned at "align"
bool SuperWord::stmts_can_pack(Node* s1, Node* s2, int align) {

  // Do not use superword for non-primitives
  BasicType bt1 = velt_basic_type(s1);
  BasicType bt2 = velt_basic_type(s2);
  if(!is_java_primitive(bt1) || !is_java_primitive(bt2))
    return false;
  if (Matcher::max_vector_size(bt1) < 2) {
    return false; // No vectors for this type
  }

  if (isomorphic(s1, s2)) {
    if ((independent(s1, s2) && have_similar_inputs(s1, s2)) || reduction(s1, s2)) {
      if (!exists_at(s1, 0) && !exists_at(s2, 1)) {
        if (!s1->is_Mem() || are_adjacent_refs(s1, s2)) {
          int s1_align = alignment(s1);
          int s2_align = alignment(s2);
          if (s1_align == top_align || s1_align == align) {
            if (s2_align == top_align || s2_align == align + data_size(s1)) {
              return true;
            }
          }
        }
      }
    }
  }
  return false;
}

//------------------------------exists_at---------------------------
// Does s exist in a pack at position pos?
bool SuperWord::exists_at(Node* s, uint pos) {
  for (int i = 0; i < _packset.length(); i++) {
    Node_List* p = _packset.at(i);
    if (p->at(pos) == s) {
      return true;
    }
  }
  return false;
}

//------------------------------are_adjacent_refs---------------------------
// Is s1 immediately before s2 in memory?
bool SuperWord::are_adjacent_refs(Node* s1, Node* s2) {
  if (!s1->is_Mem() || !s2->is_Mem()) return false;
  if (!in_bb(s1)    || !in_bb(s2))    return false;

  // Do not use superword for non-primitives
  if (!is_java_primitive(s1->as_Mem()->memory_type()) ||
      !is_java_primitive(s2->as_Mem()->memory_type())) {
    return false;
  }

  // FIXME - co_locate_pack fails on Stores in different mem-slices, so
  // only pack memops that are in the same alias set until that's fixed.
  if (_phase->C->get_alias_index(s1->as_Mem()->adr_type()) !=
      _phase->C->get_alias_index(s2->as_Mem()->adr_type()))
    return false;
  SWPointer p1(s1->as_Mem(), this, NULL, false);
  SWPointer p2(s2->as_Mem(), this, NULL, false);
  if (p1.base() != p2.base() || !p1.comparable(p2)) return false;
  int diff = p2.offset_in_bytes() - p1.offset_in_bytes();
  return diff == data_size(s1);
}

//------------------------------isomorphic---------------------------
// Are s1 and s2 similar?
bool SuperWord::isomorphic(Node* s1, Node* s2) {
  if (s1->Opcode() != s2->Opcode()) return false;
  if (s1->req() != s2->req()) return false;
  if (!same_velt_type(s1, s2)) return false;
  Node* s1_ctrl = s1->in(0);
  Node* s2_ctrl = s2->in(0);
  // If the control nodes are equivalent, no further checks are required to test for isomorphism.
  if (s1_ctrl == s2_ctrl) {
    return true;
  } else {
    bool s1_ctrl_inv = ((s1_ctrl == NULL) ? true : lpt()->is_invariant(s1_ctrl));
    bool s2_ctrl_inv = ((s2_ctrl == NULL) ? true : lpt()->is_invariant(s2_ctrl));
    // If the control nodes are not invariant for the loop, fail isomorphism test.
    if (!s1_ctrl_inv || !s2_ctrl_inv) {
      return false;
    }
    if(s1_ctrl != NULL && s2_ctrl != NULL) {
      if (s1_ctrl->is_Proj()) {
        s1_ctrl = s1_ctrl->in(0);
        assert(lpt()->is_invariant(s1_ctrl), "must be invariant");
      }
      if (s2_ctrl->is_Proj()) {
        s2_ctrl = s2_ctrl->in(0);
        assert(lpt()->is_invariant(s2_ctrl), "must be invariant");
      }
      if (!s1_ctrl->is_RangeCheck() || !s2_ctrl->is_RangeCheck()) {
        return false;
      }
    }
    // Control nodes are invariant. However, we have no way of checking whether they resolve
    // in an equivalent manner. But, we know that invariant range checks are guaranteed to
    // throw before the loop (if they would have thrown). Thus, the loop would not have been reached.
    // Therefore, if the control nodes for both are range checks, we accept them to be isomorphic.
    for (DUIterator_Fast imax, i = s1->fast_outs(imax); i < imax; i++) {
      Node* t1 = s1->fast_out(i);
      for (DUIterator_Fast jmax, j = s2->fast_outs(jmax); j < jmax; j++) {
        Node* t2 = s2->fast_out(j);
        if (VectorNode::is_muladds2i(t1) && VectorNode::is_muladds2i(t2)) {
          return true;
        }
      }
    }
  }
  return false;
}

//------------------------------independent---------------------------
// Is there no data path from s1 to s2 or s2 to s1?
bool SuperWord::independent(Node* s1, Node* s2) {
  //  assert(s1->Opcode() == s2->Opcode(), "check isomorphic first");
  int d1 = depth(s1);
  int d2 = depth(s2);
  if (d1 == d2) return s1 != s2;
  Node* deep    = d1 > d2 ? s1 : s2;
  Node* shallow = d1 > d2 ? s2 : s1;

  visited_clear();

  return independent_path(shallow, deep);
}

//--------------------------have_similar_inputs-----------------------
// For a node pair (s1, s2) which is isomorphic and independent,
// do s1 and s2 have similar input edges?
bool SuperWord::have_similar_inputs(Node* s1, Node* s2) {
  // assert(isomorphic(s1, s2) == true, "check isomorphic");
  // assert(independent(s1, s2) == true, "check independent");
  if (s1->req() > 1 && !s1->is_Store() && !s1->is_Load()) {
    for (uint i = 1; i < s1->req(); i++) {
      if (s1->in(i)->Opcode() != s2->in(i)->Opcode()) return false;
    }
  }
  return true;
}

//------------------------------reduction---------------------------
// Is there a data path between s1 and s2 and the nodes reductions?
bool SuperWord::reduction(Node* s1, Node* s2) {
  bool retValue = false;
  int d1 = depth(s1);
  int d2 = depth(s2);
  if (d2 > d1) {
    if (s1->is_reduction() && s2->is_reduction()) {
      // This is an ordered set, so s1 should define s2
      for (DUIterator_Fast imax, i = s1->fast_outs(imax); i < imax; i++) {
        Node* t1 = s1->fast_out(i);
        if (t1 == s2) {
          // both nodes are reductions and connected
          retValue = true;
        }
      }
    }
  }

  return retValue;
}

//------------------------------independent_path------------------------------
// Helper for independent
bool SuperWord::independent_path(Node* shallow, Node* deep, uint dp) {
  if (dp >= 1000) return false; // stop deep recursion
  visited_set(deep);
  int shal_depth = depth(shallow);
  assert(shal_depth <= depth(deep), "must be");
  for (DepPreds preds(deep, _dg); !preds.done(); preds.next()) {
    Node* pred = preds.current();
    if (in_bb(pred) && !visited_test(pred)) {
      if (shallow == pred) {
        return false;
      }
      if (shal_depth < depth(pred) && !independent_path(shallow, pred, dp+1)) {
        return false;
      }
    }
  }
  return true;
}

//------------------------------set_alignment---------------------------
void SuperWord::set_alignment(Node* s1, Node* s2, int align) {
  set_alignment(s1, align);
  if (align == top_align || align == bottom_align) {
    set_alignment(s2, align);
  } else {
    set_alignment(s2, align + data_size(s1));
  }
}

//------------------------------data_size---------------------------
int SuperWord::data_size(Node* s) {
  Node* use = NULL; //test if the node is a candidate for CMoveV optimization, then return the size of CMov
  if (UseVectorCmov) {
    use = _cmovev_kit.is_Bool_candidate(s);
    if (use != NULL) {
      return data_size(use);
    }
    use = _cmovev_kit.is_CmpD_candidate(s);
    if (use != NULL) {
      return data_size(use);
    }
  }

  int bsize = type2aelembytes(velt_basic_type(s));
  assert(bsize != 0, "valid size");
  return bsize;
}

//------------------------------extend_packlist---------------------------
// Extend packset by following use->def and def->use links from pack members.
void SuperWord::extend_packlist() {
  bool changed;
  do {
    packset_sort(_packset.length());
    changed = false;
    for (int i = 0; i < _packset.length(); i++) {
      Node_List* p = _packset.at(i);
      changed |= follow_use_defs(p);
      changed |= follow_def_uses(p);
    }
  } while (changed);

  if (_race_possible) {
    for (int i = 0; i < _packset.length(); i++) {
      Node_List* p = _packset.at(i);
      order_def_uses(p);
    }
  }

  if (TraceSuperWord) {
    tty->print_cr("\nAfter extend_packlist");
    print_packset();
  }
}

//------------------------------follow_use_defs---------------------------
// Extend the packset by visiting operand definitions of nodes in pack p
bool SuperWord::follow_use_defs(Node_List* p) {
  assert(p->size() == 2, "just checking");
  Node* s1 = p->at(0);
  Node* s2 = p->at(1);
  assert(s1->req() == s2->req(), "just checking");
  assert(alignment(s1) + data_size(s1) == alignment(s2), "just checking");

  if (s1->is_Load()) return false;

  int align = alignment(s1);
  NOT_PRODUCT(if(is_trace_alignment()) tty->print_cr("SuperWord::follow_use_defs: s1 %d, align %d", s1->_idx, align);)
  bool changed = false;
  int start = s1->is_Store() ? MemNode::ValueIn   : 1;
  int end   = s1->is_Store() ? MemNode::ValueIn+1 : s1->req();
  for (int j = start; j < end; j++) {
    Node* t1 = s1->in(j);
    Node* t2 = s2->in(j);
    if (!in_bb(t1) || !in_bb(t2))
      continue;
    if (stmts_can_pack(t1, t2, align)) {
      if (est_savings(t1, t2) >= 0) {
        Node_List* pair = new Node_List();
        pair->push(t1);
        pair->push(t2);
        _packset.append(pair);
        NOT_PRODUCT(if(is_trace_alignment()) tty->print_cr("SuperWord::follow_use_defs: set_alignment(%d, %d, %d)", t1->_idx, t2->_idx, align);)
        set_alignment(t1, t2, align);
        changed = true;
      }
    }
  }
  return changed;
}

//------------------------------follow_def_uses---------------------------
// Extend the packset by visiting uses of nodes in pack p
bool SuperWord::follow_def_uses(Node_List* p) {
  bool changed = false;
  Node* s1 = p->at(0);
  Node* s2 = p->at(1);
  assert(p->size() == 2, "just checking");
  assert(s1->req() == s2->req(), "just checking");
  assert(alignment(s1) + data_size(s1) == alignment(s2), "just checking");

  if (s1->is_Store()) return false;

  int align = alignment(s1);
  NOT_PRODUCT(if(is_trace_alignment()) tty->print_cr("SuperWord::follow_def_uses: s1 %d, align %d", s1->_idx, align);)
  int savings = -1;
  int num_s1_uses = 0;
  Node* u1 = NULL;
  Node* u2 = NULL;
  for (DUIterator_Fast imax, i = s1->fast_outs(imax); i < imax; i++) {
    Node* t1 = s1->fast_out(i);
    num_s1_uses++;
    if (!in_bb(t1)) continue;
    for (DUIterator_Fast jmax, j = s2->fast_outs(jmax); j < jmax; j++) {
      Node* t2 = s2->fast_out(j);
      if (!in_bb(t2)) continue;
      if (t2->Opcode() == Op_AddI && t2 == _lp->as_CountedLoop()->incr()) continue; // don't mess with the iv
      if (!opnd_positions_match(s1, t1, s2, t2))
        continue;
      if (stmts_can_pack(t1, t2, align)) {
        int my_savings = est_savings(t1, t2);
        if (my_savings > savings) {
          savings = my_savings;
          u1 = t1;
          u2 = t2;
        }
      }
    }
  }
  if (num_s1_uses > 1) {
    _race_possible = true;
  }
  if (savings >= 0) {
    Node_List* pair = new Node_List();
    pair->push(u1);
    pair->push(u2);
    _packset.append(pair);
    NOT_PRODUCT(if(is_trace_alignment()) tty->print_cr("SuperWord::follow_def_uses: set_alignment(%d, %d, %d)", u1->_idx, u2->_idx, align);)
    set_alignment(u1, u2, align);
    changed = true;
  }
  return changed;
}

//------------------------------order_def_uses---------------------------
// For extended packsets, ordinally arrange uses packset by major component
void SuperWord::order_def_uses(Node_List* p) {
  Node* s1 = p->at(0);

  if (s1->is_Store()) return;

  // reductions are always managed beforehand
  if (s1->is_reduction()) return;

  for (DUIterator_Fast imax, i = s1->fast_outs(imax); i < imax; i++) {
    Node* t1 = s1->fast_out(i);

    // Only allow operand swap on commuting operations
    if (!t1->is_Add() && !t1->is_Mul() && !VectorNode::is_muladds2i(t1)) {
      break;
    }

    // Now find t1's packset
    Node_List* p2 = NULL;
    for (int j = 0; j < _packset.length(); j++) {
      p2 = _packset.at(j);
      Node* first = p2->at(0);
      if (t1 == first) {
        break;
      }
      p2 = NULL;
    }
    // Arrange all sub components by the major component
    if (p2 != NULL) {
      for (uint j = 1; j < p->size(); j++) {
        Node* d1 = p->at(j);
        Node* u1 = p2->at(j);
        opnd_positions_match(s1, t1, d1, u1);
      }
    }
  }
}

//---------------------------opnd_positions_match-------------------------
// Is the use of d1 in u1 at the same operand position as d2 in u2?
bool SuperWord::opnd_positions_match(Node* d1, Node* u1, Node* d2, Node* u2) {
  // check reductions to see if they are marshalled to represent the reduction
  // operator in a specified opnd
  if (u1->is_reduction() && u2->is_reduction()) {
    // ensure reductions have phis and reduction definitions feeding the 1st operand
    Node* first = u1->in(2);
    if (first->is_Phi() || first->is_reduction()) {
      u1->swap_edges(1, 2);
    }
    // ensure reductions have phis and reduction definitions feeding the 1st operand
    first = u2->in(2);
    if (first->is_Phi() || first->is_reduction()) {
      u2->swap_edges(1, 2);
    }
    return true;
  }

  uint ct = u1->req();
  if (ct != u2->req()) return false;
  uint i1 = 0;
  uint i2 = 0;
  do {
    for (i1++; i1 < ct; i1++) if (u1->in(i1) == d1) break;
    for (i2++; i2 < ct; i2++) if (u2->in(i2) == d2) break;
    if (i1 != i2) {
      if ((i1 == (3-i2)) && (u2->is_Add() || u2->is_Mul())) {
        // Further analysis relies on operands position matching.
        u2->swap_edges(i1, i2);
      } else if (VectorNode::is_muladds2i(u2) && u1 != u2) {
        if (i1 == 5 - i2) { // ((i1 == 3 && i2 == 2) || (i1 == 2 && i2 == 3) || (i1 == 1 && i2 == 4) || (i1 == 4 && i2 == 1))
          u2->swap_edges(1, 2);
          u2->swap_edges(3, 4);
        }
        if (i1 == 3 - i2 || i1 == 7 - i2) { // ((i1 == 1 && i2 == 2) || (i1 == 2 && i2 == 1) || (i1 == 3 && i2 == 4) || (i1 == 4 && i2 == 3))
          u2->swap_edges(2, 3);
          u2->swap_edges(1, 4);
        }
        return false; // Just swap the edges, the muladds2i nodes get packed in follow_use_defs
      } else {
        return false;
      }
    } else if (i1 == i2 && VectorNode::is_muladds2i(u2) && u1 != u2) {
      u2->swap_edges(1, 3);
      u2->swap_edges(2, 4);
      return false; // Just swap the edges, the muladds2i nodes get packed in follow_use_defs
    }
  } while (i1 < ct);
  return true;
}

//------------------------------est_savings---------------------------
// Estimate the savings from executing s1 and s2 as a pack
int SuperWord::est_savings(Node* s1, Node* s2) {
  int save_in = 2 - 1; // 2 operations per instruction in packed form

  // inputs
  for (uint i = 1; i < s1->req(); i++) {
    Node* x1 = s1->in(i);
    Node* x2 = s2->in(i);
    if (x1 != x2) {
      if (are_adjacent_refs(x1, x2)) {
        save_in += adjacent_profit(x1, x2);
      } else if (!in_packset(x1, x2)) {
        save_in -= pack_cost(2);
      } else {
        save_in += unpack_cost(2);
      }
    }
  }

  // uses of result
  uint ct = 0;
  int save_use = 0;
  for (DUIterator_Fast imax, i = s1->fast_outs(imax); i < imax; i++) {
    Node* s1_use = s1->fast_out(i);
    for (int j = 0; j < _packset.length(); j++) {
      Node_List* p = _packset.at(j);
      if (p->at(0) == s1_use) {
        for (DUIterator_Fast kmax, k = s2->fast_outs(kmax); k < kmax; k++) {
          Node* s2_use = s2->fast_out(k);
          if (p->at(p->size()-1) == s2_use) {
            ct++;
            if (are_adjacent_refs(s1_use, s2_use)) {
              save_use += adjacent_profit(s1_use, s2_use);
            }
          }
        }
      }
    }
  }

  if (ct < s1->outcnt()) save_use += unpack_cost(1);
  if (ct < s2->outcnt()) save_use += unpack_cost(1);

  return MAX2(save_in, save_use);
}

//------------------------------costs---------------------------
int SuperWord::adjacent_profit(Node* s1, Node* s2) { return 2; }
int SuperWord::pack_cost(int ct)   { return ct; }
int SuperWord::unpack_cost(int ct) { return ct; }

//------------------------------combine_packs---------------------------
// Combine packs A and B with A.last == B.first into A.first..,A.last,B.second,..B.last
void SuperWord::combine_packs() {
  bool changed = true;
  // Combine packs regardless max vector size.
  while (changed) {
    changed = false;
    for (int i = 0; i < _packset.length(); i++) {
      Node_List* p1 = _packset.at(i);
      if (p1 == NULL) continue;
      // Because of sorting we can start at i + 1
      for (int j = i + 1; j < _packset.length(); j++) {
        Node_List* p2 = _packset.at(j);
        if (p2 == NULL) continue;
        if (i == j) continue;
        if (p1->at(p1->size()-1) == p2->at(0)) {
          for (uint k = 1; k < p2->size(); k++) {
            p1->push(p2->at(k));
          }
          _packset.at_put(j, NULL);
          changed = true;
        }
      }
    }
  }

  // Split packs which have size greater then max vector size.
  for (int i = 0; i < _packset.length(); i++) {
    Node_List* p1 = _packset.at(i);
    if (p1 != NULL) {
      BasicType bt = velt_basic_type(p1->at(0));
      uint max_vlen = Matcher::max_vector_size(bt); // Max elements in vector
      assert(is_power_of_2(max_vlen), "sanity");
      uint psize = p1->size();
      if (!is_power_of_2(psize)) {
        // Skip pack which can't be vector.
        // case1: for(...) { a[i] = i; }    elements values are different (i+x)
        // case2: for(...) { a[i] = b[i+1]; }  can't align both, load and store
        _packset.at_put(i, NULL);
        continue;
      }
      if (psize > max_vlen) {
        Node_List* pack = new Node_List();
        for (uint j = 0; j < psize; j++) {
          pack->push(p1->at(j));
          if (pack->size() >= max_vlen) {
            assert(is_power_of_2(pack->size()), "sanity");
            _packset.append(pack);
            pack = new Node_List();
          }
        }
        _packset.at_put(i, NULL);
      }
    }
  }

  // Compress list.
  for (int i = _packset.length() - 1; i >= 0; i--) {
    Node_List* p1 = _packset.at(i);
    if (p1 == NULL) {
      _packset.remove_at(i);
    }
  }

  if (TraceSuperWord) {
    tty->print_cr("\nAfter combine_packs");
    print_packset();
  }
}

//-----------------------------construct_my_pack_map--------------------------
// Construct the map from nodes to packs.  Only valid after the
// point where a node is only in one pack (after combine_packs).
void SuperWord::construct_my_pack_map() {
  Node_List* rslt = NULL;
  for (int i = 0; i < _packset.length(); i++) {
    Node_List* p = _packset.at(i);
    for (uint j = 0; j < p->size(); j++) {
      Node* s = p->at(j);
#ifdef ASSERT
      if (my_pack(s) != NULL) {
        s->dump(1);
        tty->print_cr("packs[%d]:", i);
        print_pack(p);
        assert(false, "only in one pack");
      }
#endif
      set_my_pack(s, p);
    }
  }
}

//------------------------------filter_packs---------------------------
// Remove packs that are not implemented or not profitable.
void SuperWord::filter_packs() {
  // Remove packs that are not implemented
  for (int i = _packset.length() - 1; i >= 0; i--) {
    Node_List* pk = _packset.at(i);
    bool impl = implemented(pk);
    if (!impl) {
#ifndef PRODUCT
      if ((TraceSuperWord && Verbose) || _vector_loop_debug) {
        tty->print_cr("Unimplemented");
        pk->at(0)->dump();
      }
#endif
      remove_pack_at(i);
    }
    Node *n = pk->at(0);
    if (n->is_reduction()) {
      _num_reductions++;
    } else {
      _num_work_vecs++;
    }
  }

  // Remove packs that are not profitable
  bool changed;
  do {
    changed = false;
    for (int i = _packset.length() - 1; i >= 0; i--) {
      Node_List* pk = _packset.at(i);
      bool prof = profitable(pk);
      if (!prof) {
#ifndef PRODUCT
        if ((TraceSuperWord && Verbose) || _vector_loop_debug) {
          tty->print_cr("Unprofitable");
          pk->at(0)->dump();
        }
#endif
        remove_pack_at(i);
        changed = true;
      }
    }
  } while (changed);

#ifndef PRODUCT
  if (TraceSuperWord) {
    tty->print_cr("\nAfter filter_packs");
    print_packset();
    tty->cr();
  }
#endif
}

//------------------------------merge_packs_to_cmovd---------------------------
// Merge CMoveD into new vector-nodes
// We want to catch this pattern and subsume CmpD and Bool into CMoveD
//
//                   SubD             ConD
//                  /  |               /
//                 /   |           /   /
//                /    |       /      /
//               /     |   /         /
//              /      /            /
//             /    /  |           /
//            v /      |          /
//         CmpD        |         /
//          |          |        /
//          v          |       /
//         Bool        |      /
//           \         |     /
//             \       |    /
//               \     |   /
//                 \   |  /
//                   \ v /
//                   CMoveD
//

void SuperWord::merge_packs_to_cmovd() {
  for (int i = _packset.length() - 1; i >= 0; i--) {
    _cmovev_kit.make_cmovevd_pack(_packset.at(i));
  }
  #ifndef PRODUCT
    if (TraceSuperWord) {
      tty->print_cr("\nSuperWord::merge_packs_to_cmovd(): After merge");
      print_packset();
      tty->cr();
    }
  #endif
}

Node* CMoveKit::is_Bool_candidate(Node* def) const {
  Node* use = NULL;
  if (!def->is_Bool() || def->in(0) != NULL || def->outcnt() != 1) {
    return NULL;
  }
  for (DUIterator_Fast jmax, j = def->fast_outs(jmax); j < jmax; j++) {
    use = def->fast_out(j);
    if (!_sw->same_generation(def, use) || !use->is_CMove()) {
      return NULL;
    }
  }
  return use;
}

Node* CMoveKit::is_CmpD_candidate(Node* def) const {
  Node* use = NULL;
  if (!def->is_Cmp() || def->in(0) != NULL || def->outcnt() != 1) {
    return NULL;
  }
  for (DUIterator_Fast jmax, j = def->fast_outs(jmax); j < jmax; j++) {
    use = def->fast_out(j);
    if (!_sw->same_generation(def, use) || (use = is_Bool_candidate(use)) == NULL || !_sw->same_generation(def, use)) {
      return NULL;
    }
  }
  return use;
}

Node_List* CMoveKit::make_cmovevd_pack(Node_List* cmovd_pk) {
  Node *cmovd = cmovd_pk->at(0);
  if (!cmovd->is_CMove()) {
    return NULL;
  }
  if (cmovd->Opcode() != Op_CMoveF && cmovd->Opcode() != Op_CMoveD) {
    return NULL;
  }
  if (pack(cmovd) != NULL) { // already in the cmov pack
    return NULL;
  }
  if (cmovd->in(0) != NULL) {
    NOT_PRODUCT(if(_sw->is_trace_cmov()) {tty->print("CMoveKit::make_cmovevd_pack: CMoveD %d has control flow, escaping...", cmovd->_idx); cmovd->dump();})
    return NULL;
  }

  Node* bol = cmovd->as_CMove()->in(CMoveNode::Condition);
  if (!bol->is_Bool()
      || bol->outcnt() != 1
      || !_sw->same_generation(bol, cmovd)
      || bol->in(0) != NULL  // BoolNode has control flow!!
      || _sw->my_pack(bol) == NULL) {
      NOT_PRODUCT(if(_sw->is_trace_cmov()) {tty->print("CMoveKit::make_cmovevd_pack: Bool %d does not fit CMoveD %d for building vector, escaping...", bol->_idx, cmovd->_idx); bol->dump();})
      return NULL;
  }
  Node_List* bool_pk = _sw->my_pack(bol);
  if (bool_pk->size() != cmovd_pk->size() ) {
    return NULL;
  }

  Node* cmpd = bol->in(1);
  if (!cmpd->is_Cmp()
      || cmpd->outcnt() != 1
      || !_sw->same_generation(cmpd, cmovd)
      || cmpd->in(0) != NULL  // CmpDNode has control flow!!
      || _sw->my_pack(cmpd) == NULL) {
      NOT_PRODUCT(if(_sw->is_trace_cmov()) {tty->print("CMoveKit::make_cmovevd_pack: CmpD %d does not fit CMoveD %d for building vector, escaping...", cmpd->_idx, cmovd->_idx); cmpd->dump();})
      return NULL;
  }
  Node_List* cmpd_pk = _sw->my_pack(cmpd);
  if (cmpd_pk->size() != cmovd_pk->size() ) {
    return NULL;
  }

  if (!test_cmpd_pack(cmpd_pk, cmovd_pk)) {
    NOT_PRODUCT(if(_sw->is_trace_cmov()) {tty->print("CMoveKit::make_cmovevd_pack: cmpd pack for CmpD %d failed vectorization test", cmpd->_idx); cmpd->dump();})
    return NULL;
  }

  Node_List* new_cmpd_pk = new Node_List();
  uint sz = cmovd_pk->size() - 1;
  for (uint i = 0; i <= sz; ++i) {
    Node* cmov = cmovd_pk->at(i);
    Node* bol  = bool_pk->at(i);
    Node* cmp  = cmpd_pk->at(i);

    new_cmpd_pk->insert(i, cmov);

    map(cmov, new_cmpd_pk);
    map(bol, new_cmpd_pk);
    map(cmp, new_cmpd_pk);

    _sw->set_my_pack(cmov, new_cmpd_pk); // and keep old packs for cmp and bool
  }
  _sw->_packset.remove(cmovd_pk);
  _sw->_packset.remove(bool_pk);
  _sw->_packset.remove(cmpd_pk);
  _sw->_packset.append(new_cmpd_pk);
  NOT_PRODUCT(if(_sw->is_trace_cmov()) {tty->print_cr("CMoveKit::make_cmovevd_pack: added syntactic CMoveD pack"); _sw->print_pack(new_cmpd_pk);})
  return new_cmpd_pk;
}

bool CMoveKit::test_cmpd_pack(Node_List* cmpd_pk, Node_List* cmovd_pk) {
  Node* cmpd0 = cmpd_pk->at(0);
  assert(cmpd0->is_Cmp(), "CMoveKit::test_cmpd_pack: should be CmpDNode");
  assert(cmovd_pk->at(0)->is_CMove(), "CMoveKit::test_cmpd_pack: should be CMoveD");
  assert(cmpd_pk->size() == cmovd_pk->size(), "CMoveKit::test_cmpd_pack: should be same size");
  Node* in1 = cmpd0->in(1);
  Node* in2 = cmpd0->in(2);
  Node_List* in1_pk = _sw->my_pack(in1);
  Node_List* in2_pk = _sw->my_pack(in2);

  if (  (in1_pk != NULL && in1_pk->size() != cmpd_pk->size())
     || (in2_pk != NULL && in2_pk->size() != cmpd_pk->size()) ) {
    return false;
  }

  // test if "all" in1 are in the same pack or the same node
  if (in1_pk == NULL) {
    for (uint j = 1; j < cmpd_pk->size(); j++) {
      if (cmpd_pk->at(j)->in(1) != in1) {
        return false;
      }
    }//for: in1_pk is not pack but all CmpD nodes in the pack have the same in(1)
  }
  // test if "all" in2 are in the same pack or the same node
  if (in2_pk == NULL) {
    for (uint j = 1; j < cmpd_pk->size(); j++) {
      if (cmpd_pk->at(j)->in(2) != in2) {
        return false;
      }
    }//for: in2_pk is not pack but all CmpD nodes in the pack have the same in(2)
  }
  //now check if cmpd_pk may be subsumed in vector built for cmovd_pk
  int cmovd_ind1, cmovd_ind2;
  if (cmpd_pk->at(0)->in(1) == cmovd_pk->at(0)->as_CMove()->in(CMoveNode::IfFalse)
   && cmpd_pk->at(0)->in(2) == cmovd_pk->at(0)->as_CMove()->in(CMoveNode::IfTrue)) {
      cmovd_ind1 = CMoveNode::IfFalse;
      cmovd_ind2 = CMoveNode::IfTrue;
  } else if (cmpd_pk->at(0)->in(2) == cmovd_pk->at(0)->as_CMove()->in(CMoveNode::IfFalse)
          && cmpd_pk->at(0)->in(1) == cmovd_pk->at(0)->as_CMove()->in(CMoveNode::IfTrue)) {
      cmovd_ind2 = CMoveNode::IfFalse;
      cmovd_ind1 = CMoveNode::IfTrue;
  }
  else {
    return false;
  }

  for (uint j = 1; j < cmpd_pk->size(); j++) {
    if (cmpd_pk->at(j)->in(1) != cmovd_pk->at(j)->as_CMove()->in(cmovd_ind1)
        || cmpd_pk->at(j)->in(2) != cmovd_pk->at(j)->as_CMove()->in(cmovd_ind2)) {
        return false;
    }//if
  }
  NOT_PRODUCT(if(_sw->is_trace_cmov()) { tty->print("CMoveKit::test_cmpd_pack: cmpd pack for 1st CmpD %d is OK for vectorization: ", cmpd0->_idx); cmpd0->dump(); })
  return true;
}

//------------------------------implemented---------------------------
// Can code be generated for pack p?
bool SuperWord::implemented(Node_List* p) {
  bool retValue = false;
  Node* p0 = p->at(0);
  if (p0 != NULL) {
    int opc = p0->Opcode();
    uint size = p->size();
    if (p0->is_reduction()) {
      const Type *arith_type = p0->bottom_type();
      // Length 2 reductions of INT/LONG do not offer performance benefits
      if (((arith_type->basic_type() == T_INT) || (arith_type->basic_type() == T_LONG)) && (size == 2)) {
        retValue = false;
      } else {
        retValue = ReductionNode::implemented(opc, size, arith_type->basic_type());
      }
    } else {
      retValue = VectorNode::implemented(opc, size, velt_basic_type(p0));
    }
    if (!retValue) {
      if (is_cmov_pack(p)) {
        NOT_PRODUCT(if(is_trace_cmov()) {tty->print_cr("SWPointer::implemented: found cmpd pack"); print_pack(p);})
        return true;
      }
    }
  }
  return retValue;
}

bool SuperWord::is_cmov_pack(Node_List* p) {
  return _cmovev_kit.pack(p->at(0)) != NULL;
}
//------------------------------same_inputs--------------------------
// For pack p, are all idx operands the same?
bool SuperWord::same_inputs(Node_List* p, int idx) {
  Node* p0 = p->at(0);
  uint vlen = p->size();
  Node* p0_def = p0->in(idx);
  for (uint i = 1; i < vlen; i++) {
    Node* pi = p->at(i);
    Node* pi_def = pi->in(idx);
    if (p0_def != pi_def) {
      return false;
    }
  }
  return true;
}

//------------------------------profitable---------------------------
// For pack p, are all operands and all uses (with in the block) vector?
bool SuperWord::profitable(Node_List* p) {
  Node* p0 = p->at(0);
  uint start, end;
  VectorNode::vector_operands(p0, &start, &end);

  // Return false if some inputs are not vectors or vectors with different
  // size or alignment.
  // Also, for now, return false if not scalar promotion case when inputs are
  // the same. Later, implement PackNode and allow differing, non-vector inputs
  // (maybe just the ones from outside the block.)
  for (uint i = start; i < end; i++) {
    if (!is_vector_use(p0, i)) {
      return false;
    }
  }
  // Check if reductions are connected
  if (p0->is_reduction()) {
    Node* second_in = p0->in(2);
    Node_List* second_pk = my_pack(second_in);
    if ((second_pk == NULL) || (_num_work_vecs == _num_reductions)) {
      // Remove reduction flag if no parent pack or if not enough work
      // to cover reduction expansion overhead
      p0->remove_flag(Node::Flag_is_reduction);
      return false;
    } else if (second_pk->size() != p->size()) {
      return false;
    }
  }
  if (VectorNode::is_shift(p0)) {
    // For now, return false if shift count is vector or not scalar promotion
    // case (different shift counts) because it is not supported yet.
    Node* cnt = p0->in(2);
    Node_List* cnt_pk = my_pack(cnt);
    if (cnt_pk != NULL)
      return false;
    if (!same_inputs(p, 2))
      return false;
  }
  if (!p0->is_Store()) {
    // For now, return false if not all uses are vector.
    // Later, implement ExtractNode and allow non-vector uses (maybe
    // just the ones outside the block.)
    for (uint i = 0; i < p->size(); i++) {
      Node* def = p->at(i);
      if (is_cmov_pack_internal_node(p, def)) {
        continue;
      }
      for (DUIterator_Fast jmax, j = def->fast_outs(jmax); j < jmax; j++) {
        Node* use = def->fast_out(j);
        for (uint k = 0; k < use->req(); k++) {
          Node* n = use->in(k);
          if (def == n) {
            // Reductions should only have a Phi use at the loop head or a non-phi use
            // outside of the loop if it is the last element of the pack (e.g. SafePoint).
            if (def->is_reduction() &&
                ((use->is_Phi() && use->in(0) == _lpt->_head) ||
                 (!_lpt->is_member(_phase->get_loop(_phase->ctrl_or_self(use))) && i == p->size()-1))) {
              continue;
            }
            if (!is_vector_use(use, k)) {
              return false;
            }
          }
        }
      }
    }
  }
  return true;
}

//------------------------------schedule---------------------------
// Adjust the memory graph for the packed operations
void SuperWord::schedule() {

  // Co-locate in the memory graph the members of each memory pack
  for (int i = 0; i < _packset.length(); i++) {
    co_locate_pack(_packset.at(i));
  }
}

//-------------------------------remove_and_insert-------------------
// Remove "current" from its current position in the memory graph and insert
// it after the appropriate insertion point (lip or uip).
void SuperWord::remove_and_insert(MemNode *current, MemNode *prev, MemNode *lip,
                                  Node *uip, Unique_Node_List &sched_before) {
  Node* my_mem = current->in(MemNode::Memory);
  bool sched_up = sched_before.member(current);

  // remove current_store from its current position in the memmory graph
  for (DUIterator i = current->outs(); current->has_out(i); i++) {
    Node* use = current->out(i);
    if (use->is_Mem()) {
      assert(use->in(MemNode::Memory) == current, "must be");
      if (use == prev) { // connect prev to my_mem
          _igvn.replace_input_of(use, MemNode::Memory, my_mem);
          --i; //deleted this edge; rescan position
      } else if (sched_before.member(use)) {
        if (!sched_up) { // Will be moved together with current
          _igvn.replace_input_of(use, MemNode::Memory, uip);
          --i; //deleted this edge; rescan position
        }
      } else {
        if (sched_up) { // Will be moved together with current
          _igvn.replace_input_of(use, MemNode::Memory, lip);
          --i; //deleted this edge; rescan position
        }
      }
    }
  }

  Node *insert_pt =  sched_up ?  uip : lip;

  // all uses of insert_pt's memory state should use current's instead
  for (DUIterator i = insert_pt->outs(); insert_pt->has_out(i); i++) {
    Node* use = insert_pt->out(i);
    if (use->is_Mem()) {
      assert(use->in(MemNode::Memory) == insert_pt, "must be");
      _igvn.replace_input_of(use, MemNode::Memory, current);
      --i; //deleted this edge; rescan position
    } else if (!sched_up && use->is_Phi() && use->bottom_type() == Type::MEMORY) {
      uint pos; //lip (lower insert point) must be the last one in the memory slice
      for (pos=1; pos < use->req(); pos++) {
        if (use->in(pos) == insert_pt) break;
      }
      _igvn.replace_input_of(use, pos, current);
      --i;
    }
  }

  //connect current to insert_pt
  _igvn.replace_input_of(current, MemNode::Memory, insert_pt);
}

//------------------------------co_locate_pack----------------------------------
// To schedule a store pack, we need to move any sandwiched memory ops either before
// or after the pack, based upon dependence information:
// (1) If any store in the pack depends on the sandwiched memory op, the
//     sandwiched memory op must be scheduled BEFORE the pack;
// (2) If a sandwiched memory op depends on any store in the pack, the
//     sandwiched memory op must be scheduled AFTER the pack;
// (3) If a sandwiched memory op (say, memA) depends on another sandwiched
//     memory op (say memB), memB must be scheduled before memA. So, if memA is
//     scheduled before the pack, memB must also be scheduled before the pack;
// (4) If there is no dependence restriction for a sandwiched memory op, we simply
//     schedule this store AFTER the pack
// (5) We know there is no dependence cycle, so there in no other case;
// (6) Finally, all memory ops in another single pack should be moved in the same direction.
//
// To schedule a load pack, we use the memory state of either the first or the last load in
// the pack, based on the dependence constraint.
void SuperWord::co_locate_pack(Node_List* pk) {
  if (pk->at(0)->is_Store()) {
    MemNode* first     = executed_first(pk)->as_Mem();
    MemNode* last      = executed_last(pk)->as_Mem();
    Unique_Node_List schedule_before_pack;
    Unique_Node_List memops;

    MemNode* current   = last->in(MemNode::Memory)->as_Mem();
    MemNode* previous  = last;
    while (true) {
      assert(in_bb(current), "stay in block");
      memops.push(previous);
      for (DUIterator i = current->outs(); current->has_out(i); i++) {
        Node* use = current->out(i);
        if (use->is_Mem() && use != previous)
          memops.push(use);
      }
      if (current == first) break;
      previous = current;
      current  = current->in(MemNode::Memory)->as_Mem();
    }

    // determine which memory operations should be scheduled before the pack
    for (uint i = 1; i < memops.size(); i++) {
      Node *s1 = memops.at(i);
      if (!in_pack(s1, pk) && !schedule_before_pack.member(s1)) {
        for (uint j = 0; j< i; j++) {
          Node *s2 = memops.at(j);
          if (!independent(s1, s2)) {
            if (in_pack(s2, pk) || schedule_before_pack.member(s2)) {
              schedule_before_pack.push(s1); // s1 must be scheduled before
              Node_List* mem_pk = my_pack(s1);
              if (mem_pk != NULL) {
                for (uint ii = 0; ii < mem_pk->size(); ii++) {
                  Node* s = mem_pk->at(ii);  // follow partner
                  if (memops.member(s) && !schedule_before_pack.member(s))
                    schedule_before_pack.push(s);
                }
              }
              break;
            }
          }
        }
      }
    }

    Node*    upper_insert_pt = first->in(MemNode::Memory);
    // Following code moves loads connected to upper_insert_pt below aliased stores.
    // Collect such loads here and reconnect them back to upper_insert_pt later.
    memops.clear();
    for (DUIterator i = upper_insert_pt->outs(); upper_insert_pt->has_out(i); i++) {
      Node* use = upper_insert_pt->out(i);
      if (use->is_Mem() && !use->is_Store()) {
        memops.push(use);
      }
    }

    MemNode* lower_insert_pt = last;
    previous                 = last; //previous store in pk
    current                  = last->in(MemNode::Memory)->as_Mem();

    // start scheduling from "last" to "first"
    while (true) {
      assert(in_bb(current), "stay in block");
      assert(in_pack(previous, pk), "previous stays in pack");
      Node* my_mem = current->in(MemNode::Memory);

      if (in_pack(current, pk)) {
        // Forward users of my memory state (except "previous) to my input memory state
        for (DUIterator i = current->outs(); current->has_out(i); i++) {
          Node* use = current->out(i);
          if (use->is_Mem() && use != previous) {
            assert(use->in(MemNode::Memory) == current, "must be");
            if (schedule_before_pack.member(use)) {
              _igvn.replace_input_of(use, MemNode::Memory, upper_insert_pt);
            } else {
              _igvn.replace_input_of(use, MemNode::Memory, lower_insert_pt);
            }
            --i; // deleted this edge; rescan position
          }
        }
        previous = current;
      } else { // !in_pack(current, pk) ==> a sandwiched store
        remove_and_insert(current, previous, lower_insert_pt, upper_insert_pt, schedule_before_pack);
      }

      if (current == first) break;
      current = my_mem->as_Mem();
    } // end while

    // Reconnect loads back to upper_insert_pt.
    for (uint i = 0; i < memops.size(); i++) {
      Node *ld = memops.at(i);
      if (ld->in(MemNode::Memory) != upper_insert_pt) {
        _igvn.replace_input_of(ld, MemNode::Memory, upper_insert_pt);
      }
    }
  } else if (pk->at(0)->is_Load()) { // Load pack
    // All loads in the pack should have the same memory state. By default,
    // we use the memory state of the last load. However, if any load could
    // not be moved down due to the dependence constraint, we use the memory
    // state of the first load.
    Node* mem_input = pick_mem_state(pk);
    _igvn.hash_delete(mem_input);
    // Give each load the same memory state
    for (uint i = 0; i < pk->size(); i++) {
      LoadNode* ld = pk->at(i)->as_Load();
      _igvn.replace_input_of(ld, MemNode::Memory, mem_input);
    }
  }
}

// Finds the first and last memory state and then picks either of them by checking dependence constraints.
// If a store is dependent on an earlier load then we need to pick the memory state of the first load and cannot
// pick the memory state of the last load.
Node* SuperWord::pick_mem_state(Node_List* pk) {
  Node* first_mem = find_first_mem_state(pk);
  Node* last_mem  = find_last_mem_state(pk, first_mem);

  for (uint i = 0; i < pk->size(); i++) {
    Node* ld = pk->at(i);
    for (Node* current = last_mem; current != ld->in(MemNode::Memory); current = current->in(MemNode::Memory)) {
      assert(current->is_Mem() && in_bb(current), "unexpected memory");
      assert(current != first_mem, "corrupted memory graph");
      if (!independent(current, ld)) {
        // A later store depends on this load, pick the memory state of the first load. This can happen, for example,
        // if a load pack has interleaving stores that are part of a store pack which, however, is removed at the pack
        // filtering stage. This leaves us with only a load pack for which we cannot take the memory state of the
        // last load as the remaining unvectorized stores could interfere since they have a dependency to the loads.
        // Some stores could be executed before the load vector resulting in a wrong result. We need to take the
        // memory state of the first load to prevent this.
        return first_mem;
      }
    }
  }
  return last_mem;
}

// Walk the memory graph from the current first load until the
// start of the loop and check if nodes on the way are memory
// edges of loads in the pack. The last one we encounter is the
// first load.
Node* SuperWord::find_first_mem_state(Node_List* pk) {
  Node* first_mem = pk->at(0)->in(MemNode::Memory);
  for (Node* current = first_mem; in_bb(current); current = current->is_Phi() ? current->in(LoopNode::EntryControl) : current->in(MemNode::Memory)) {
    assert(current->is_Mem() || (current->is_Phi() && current->in(0) == bb()), "unexpected memory");
    for (uint i = 1; i < pk->size(); i++) {
      Node* ld = pk->at(i);
      if (ld->in(MemNode::Memory) == current) {
        first_mem = current;
        break;
      }
    }
  }
  return first_mem;
}

// Find the last load by going over the pack again and walking
// the memory graph from the loads of the pack to the memory of
// the first load. If we encounter the memory of the current last
// load, then we started from further down in the memory graph and
// the load we started from is the last load.
Node* SuperWord::find_last_mem_state(Node_List* pk, Node* first_mem) {
  Node* last_mem = pk->at(0)->in(MemNode::Memory);
  for (uint i = 0; i < pk->size(); i++) {
    Node* ld = pk->at(i);
    for (Node* current = ld->in(MemNode::Memory); current != first_mem; current = current->in(MemNode::Memory)) {
      assert(current->is_Mem() && in_bb(current), "unexpected memory");
      if (current->in(MemNode::Memory) == last_mem) {
        last_mem = ld->in(MemNode::Memory);
      }
    }
  }
  return last_mem;
}

#ifndef PRODUCT
void SuperWord::print_loop(bool whole) {
  Node_Stack stack(_arena, _phase->C->unique() >> 2);
  Node_List rpo_list;
  VectorSet visited(_arena);
  visited.set(lpt()->_head->_idx);
  _phase->rpo(lpt()->_head, stack, visited, rpo_list);
  _phase->dump(lpt(), rpo_list.size(), rpo_list );
  if(whole) {
    tty->print_cr("\n Whole loop tree");
    _phase->dump();
    tty->print_cr(" End of whole loop tree\n");
  }
}
#endif

//------------------------------output---------------------------
// Convert packs into vector node operations
void SuperWord::output() {
  CountedLoopNode *cl = lpt()->_head->as_CountedLoop();
  Compile* C = _phase->C;
  if (_packset.length() == 0) {
    if (cl->is_main_loop()) {
      // Instigate more unrolling for optimization when vectorization fails.
      C->set_major_progress();
      cl->set_notpassed_slp();
      cl->mark_do_unroll_only();
    }
    return;
  }

#ifndef PRODUCT
  if (TraceLoopOpts) {
    tty->print("SuperWord::output    ");
    lpt()->dump_head();
  }
#endif

  if (cl->is_main_loop()) {
    // MUST ENSURE main loop's initial value is properly aligned:
    //  (iv_initial_value + min_iv_offset) % vector_width_in_bytes() == 0

    align_initial_loop_index(align_to_ref());

    // Insert extract (unpack) operations for scalar uses
    for (int i = 0; i < _packset.length(); i++) {
      insert_extracts(_packset.at(i));
    }
  }

  uint max_vlen_in_bytes = 0;
  uint max_vlen = 0;
  bool can_process_post_loop = (PostLoopMultiversioning && Matcher::has_predicated_vectors() && cl->is_post_loop());

  NOT_PRODUCT(if(is_trace_loop_reverse()) {tty->print_cr("SWPointer::output: print loop before create_reserve_version_of_loop"); print_loop(true);})

  CountedLoopReserveKit make_reversable(_phase, _lpt, do_reserve_copy());

  NOT_PRODUCT(if(is_trace_loop_reverse()) {tty->print_cr("SWPointer::output: print loop after create_reserve_version_of_loop"); print_loop(true);})

  if (do_reserve_copy() && !make_reversable.has_reserved()) {
    NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: loop was not reserved correctly, exiting SuperWord");})
    return;
  }

  for (int i = 0; i < _block.length(); i++) {
    Node* n = _block.at(i);
    Node_List* p = my_pack(n);
    if (p && n == executed_last(p)) {
      uint vlen = p->size();
      uint vlen_in_bytes = 0;
      Node* vn = NULL;
      Node* low_adr = p->at(0);
      Node* first   = executed_first(p);
      if (can_process_post_loop) {
        // override vlen with the main loops vector length
        vlen = cl->slp_max_unroll();
      }
      NOT_PRODUCT(if(is_trace_cmov()) {tty->print_cr("SWPointer::output: %d executed first, %d executed last in pack", first->_idx, n->_idx); print_pack(p);})
      int   opc = n->Opcode();
      if (n->is_Load()) {
        Node* ctl = n->in(MemNode::Control);
        Node* mem = first->in(MemNode::Memory);
        SWPointer p1(n->as_Mem(), this, NULL, false);
        // Identify the memory dependency for the new loadVector node by
        // walking up through memory chain.
        // This is done to give flexibility to the new loadVector node so that
        // it can move above independent storeVector nodes.
        while (mem->is_StoreVector()) {
          SWPointer p2(mem->as_Mem(), this, NULL, false);
          int cmp = p1.cmp(p2);
          if (SWPointer::not_equal(cmp) || !SWPointer::comparable(cmp)) {
            mem = mem->in(MemNode::Memory);
          } else {
            break; // dependent memory
          }
        }
        Node* adr = low_adr->in(MemNode::Address);
        const TypePtr* atyp = n->adr_type();
        vn = LoadVectorNode::make(opc, ctl, mem, adr, atyp, vlen, velt_basic_type(n), control_dependency(p));
        vlen_in_bytes = vn->as_LoadVector()->memory_size();
      } else if (n->is_Store()) {
        // Promote value to be stored to vector
        Node* val = vector_opd(p, MemNode::ValueIn);
        if (val == NULL) {
          if (do_reserve_copy()) {
            NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: val should not be NULL, exiting SuperWord");})
            return; //and reverse to backup IG
          }
          ShouldNotReachHere();
        }

        Node* ctl = n->in(MemNode::Control);
        Node* mem = first->in(MemNode::Memory);
        Node* adr = low_adr->in(MemNode::Address);
        const TypePtr* atyp = n->adr_type();
        vn = StoreVectorNode::make(opc, ctl, mem, adr, atyp, val, vlen);
        vlen_in_bytes = vn->as_StoreVector()->memory_size();
      } else if (VectorNode::is_scalar_rotate(n)) {
        Node* in1 = low_adr->in(1);
        Node* in2 = p->at(0)->in(2);
        // If rotation count is non-constant or greater than 8bit value create a vector.
        if (!in2->is_Con() || !Matcher::supports_vector_constant_rotates(in2->get_int())) {
          in2 =  vector_opd(p, 2);
        }
        vn = VectorNode::make(opc, in1, in2, vlen, velt_basic_type(n));
        vlen_in_bytes = vn->as_Vector()->length_in_bytes();
      } else if (VectorNode::is_roundopD(n)) {
        Node* in1 = vector_opd(p, 1);
        Node* in2 = low_adr->in(2);
        assert(in2->is_Con(), "Constant rounding mode expected.");
        vn = VectorNode::make(opc, in1, in2, vlen, velt_basic_type(n));
        vlen_in_bytes = vn->as_Vector()->length_in_bytes();
      } else if (VectorNode::is_muladds2i(n)) {
        assert(n->req() == 5u, "MulAddS2I should have 4 operands.");
        Node* in1 = vector_opd(p, 1);
        Node* in2 = vector_opd(p, 2);
        vn = VectorNode::make(opc, in1, in2, vlen, velt_basic_type(n));
        vlen_in_bytes = vn->as_Vector()->length_in_bytes();
      } else if (n->req() == 3 && !is_cmov_pack(p)) {
        // Promote operands to vector
        Node* in1 = NULL;
        bool node_isa_reduction = n->is_reduction();
        if (node_isa_reduction) {
          // the input to the first reduction operation is retained
          in1 = low_adr->in(1);
        } else {
          in1 = vector_opd(p, 1);
          if (in1 == NULL) {
            if (do_reserve_copy()) {
              NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: in1 should not be NULL, exiting SuperWord");})
              return; //and reverse to backup IG
            }
            ShouldNotReachHere();
          }
        }
        Node* in2 = vector_opd(p, 2);
        if (in2 == NULL) {
          if (do_reserve_copy()) {
            NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: in2 should not be NULL, exiting SuperWord");})
            return; //and reverse to backup IG
          }
          ShouldNotReachHere();
        }
        if (VectorNode::is_invariant_vector(in1) && (node_isa_reduction == false) && (n->is_Add() || n->is_Mul())) {
          // Move invariant vector input into second position to avoid register spilling.
          Node* tmp = in1;
          in1 = in2;
          in2 = tmp;
        }
        if (node_isa_reduction) {
          const Type *arith_type = n->bottom_type();
          vn = ReductionNode::make(opc, NULL, in1, in2, arith_type->basic_type());
          if (in2->is_Load()) {
            vlen_in_bytes = in2->as_LoadVector()->memory_size();
          } else {
            vlen_in_bytes = in2->as_Vector()->length_in_bytes();
          }
        } else {
          vn = VectorNode::make(opc, in1, in2, vlen, velt_basic_type(n));
          vlen_in_bytes = vn->as_Vector()->length_in_bytes();
        }
      } else if (opc == Op_SqrtF || opc == Op_SqrtD ||
                 opc == Op_AbsF || opc == Op_AbsD ||
                 opc == Op_AbsI || opc == Op_AbsL ||
                 opc == Op_NegF || opc == Op_NegD ||
                 opc == Op_PopCountI || opc == Op_PopCountL) {
        assert(n->req() == 2, "only one input expected");
        Node* in = vector_opd(p, 1);
        vn = VectorNode::make(opc, in, NULL, vlen, velt_basic_type(n));
        vlen_in_bytes = vn->as_Vector()->length_in_bytes();
      } else if (opc == Op_ConvI2F || opc == Op_ConvL2D ||
                 opc == Op_ConvF2I || opc == Op_ConvD2L) {
        assert(n->req() == 2, "only one input expected");
        BasicType bt = velt_basic_type(n);
        int vopc = VectorNode::opcode(opc, bt);
        Node* in = vector_opd(p, 1);
        vn = VectorCastNode::make(vopc, in, bt, vlen);
        vlen_in_bytes = vn->as_Vector()->length_in_bytes();
      } else if (is_cmov_pack(p)) {
        if (can_process_post_loop) {
          // do not refactor of flow in post loop context
          return;
        }
        if (!n->is_CMove()) {
          continue;
        }
        // place here CMoveVDNode
        NOT_PRODUCT(if(is_trace_cmov()) {tty->print_cr("SWPointer::output: print before CMove vectorization"); print_loop(false);})
        Node* bol = n->in(CMoveNode::Condition);
        if (!bol->is_Bool() && bol->Opcode() == Op_ExtractI && bol->req() > 1 ) {
          NOT_PRODUCT(if(is_trace_cmov()) {tty->print_cr("SWPointer::output: %d is not Bool node, trying its in(1) node %d", bol->_idx, bol->in(1)->_idx); bol->dump(); bol->in(1)->dump();})
          bol = bol->in(1); //may be ExtractNode
        }

        assert(bol->is_Bool(), "should be BoolNode - too late to bail out!");
        if (!bol->is_Bool()) {
          if (do_reserve_copy()) {
            NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: expected %d bool node, exiting SuperWord", bol->_idx); bol->dump();})
            return; //and reverse to backup IG
          }
          ShouldNotReachHere();
        }

        int cond = (int)bol->as_Bool()->_test._test;
        Node* in_cc  = _igvn.intcon(cond);
        NOT_PRODUCT(if(is_trace_cmov()) {tty->print("SWPointer::output: created intcon in_cc node %d", in_cc->_idx); in_cc->dump();})
        Node* cc = bol->clone();
        cc->set_req(1, in_cc);
        NOT_PRODUCT(if(is_trace_cmov()) {tty->print("SWPointer::output: created bool cc node %d", cc->_idx); cc->dump();})

        Node* src1 = vector_opd(p, 2); //2=CMoveNode::IfFalse
        if (src1 == NULL) {
          if (do_reserve_copy()) {
            NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: src1 should not be NULL, exiting SuperWord");})
            return; //and reverse to backup IG
          }
          ShouldNotReachHere();
        }
        Node* src2 = vector_opd(p, 3); //3=CMoveNode::IfTrue
        if (src2 == NULL) {
          if (do_reserve_copy()) {
            NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: src2 should not be NULL, exiting SuperWord");})
            return; //and reverse to backup IG
          }
          ShouldNotReachHere();
        }
        BasicType bt = velt_basic_type(n);
        const TypeVect* vt = TypeVect::make(bt, vlen);
        assert(bt == T_FLOAT || bt == T_DOUBLE, "Only vectorization for FP cmovs is supported");
        if (bt == T_FLOAT) {
          vn = new CMoveVFNode(cc, src1, src2, vt);
        } else {
          assert(bt == T_DOUBLE, "Expected double");
          vn = new CMoveVDNode(cc, src1, src2, vt);
        }
        NOT_PRODUCT(if(is_trace_cmov()) {tty->print("SWPointer::output: created new CMove node %d: ", vn->_idx); vn->dump();})
      } else if (opc == Op_FmaD || opc == Op_FmaF) {
        // Promote operands to vector
        Node* in1 = vector_opd(p, 1);
        Node* in2 = vector_opd(p, 2);
        Node* in3 = vector_opd(p, 3);
        vn = VectorNode::make(opc, in1, in2, in3, vlen, velt_basic_type(n));
        vlen_in_bytes = vn->as_Vector()->length_in_bytes();
      } else {
        if (do_reserve_copy()) {
          NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: ShouldNotReachHere, exiting SuperWord");})
          return; //and reverse to backup IG
        }
        ShouldNotReachHere();
      }

      assert(vn != NULL, "sanity");
      if (vn == NULL) {
        if (do_reserve_copy()){
          NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("SWPointer::output: got NULL node, cannot proceed, exiting SuperWord");})
          return; //and reverse to backup IG
        }
        ShouldNotReachHere();
      }

      _block.at_put(i, vn);
      _igvn.register_new_node_with_optimizer(vn);
      _phase->set_ctrl(vn, _phase->get_ctrl(p->at(0)));
      for (uint j = 0; j < p->size(); j++) {
        Node* pm = p->at(j);
        _igvn.replace_node(pm, vn);
      }
      _igvn._worklist.push(vn);

      if (can_process_post_loop) {
        // first check if the vector size if the maximum vector which we can use on the machine,
        // other vector size have reduced values for predicated data mapping.
        if (vlen_in_bytes != (uint)MaxVectorSize) {
          return;
        }
      }

      if (vlen > max_vlen) {
        max_vlen = vlen;
      }
      if (vlen_in_bytes > max_vlen_in_bytes) {
        max_vlen_in_bytes = vlen_in_bytes;
      }
#ifdef ASSERT
      if (TraceNewVectors) {
        tty->print("new Vector node: ");
        vn->dump();
      }
#endif
    }
  }//for (int i = 0; i < _block.length(); i++)

  if (max_vlen_in_bytes > C->max_vector_size()) {
    C->set_max_vector_size(max_vlen_in_bytes);
  }
  if (max_vlen_in_bytes > 0) {
    cl->mark_loop_vectorized();
  }

  if (SuperWordLoopUnrollAnalysis) {
    if (cl->has_passed_slp()) {
      uint slp_max_unroll_factor = cl->slp_max_unroll();
      if (slp_max_unroll_factor == max_vlen) {
        if (TraceSuperWordLoopUnrollAnalysis) {
          tty->print_cr("vector loop(unroll=%d, len=%d)\n", max_vlen, max_vlen_in_bytes*BitsPerByte);
        }

        // For atomic unrolled loops which are vector mapped, instigate more unrolling
        cl->set_notpassed_slp();
        if (cl->is_main_loop()) {
          // if vector resources are limited, do not allow additional unrolling, also
          // do not unroll more on pure vector loops which were not reduced so that we can
          // program the post loop to single iteration execution.
          if (Matcher::float_pressure_limit() > 8) {
            C->set_major_progress();
            cl->mark_do_unroll_only();
          }
        }

        if (do_reserve_copy()) {
          if (can_process_post_loop) {
            // Now create the difference of trip and limit and use it as our mask index.
            // Note: We limited the unroll of the vectorized loop so that
            //       only vlen-1 size iterations can remain to be mask programmed.
            Node *incr = cl->incr();
            SubINode *index = new SubINode(cl->limit(), cl->init_trip());
            _igvn.register_new_node_with_optimizer(index);
            SetVectMaskINode  *mask = new SetVectMaskINode(_phase->get_ctrl(cl->init_trip()), index);
            _igvn.register_new_node_with_optimizer(mask);
            // make this a single iteration loop
            AddINode *new_incr = new AddINode(incr->in(1), mask);
            _igvn.register_new_node_with_optimizer(new_incr);
            _phase->set_ctrl(new_incr, _phase->get_ctrl(incr));
            _igvn.replace_node(incr, new_incr);
            cl->mark_is_multiversioned();
            cl->loopexit()->add_flag(Node::Flag_has_vector_mask_set);
          }
        }
      }
    }
  }

  if (do_reserve_copy()) {
    make_reversable.use_new();
  }
  NOT_PRODUCT(if(is_trace_loop_reverse()) {tty->print_cr("\n Final loop after SuperWord"); print_loop(true);})
  return;
}

//------------------------------vector_opd---------------------------
// Create a vector operand for the nodes in pack p for operand: in(opd_idx)
Node* SuperWord::vector_opd(Node_List* p, int opd_idx) {
  Node* p0 = p->at(0);
  uint vlen = p->size();
  Node* opd = p0->in(opd_idx);
  CountedLoopNode *cl = lpt()->_head->as_CountedLoop();

  if (PostLoopMultiversioning && Matcher::has_predicated_vectors() && cl->is_post_loop()) {
    // override vlen with the main loops vector length
    vlen = cl->slp_max_unroll();
  }

  if (same_inputs(p, opd_idx)) {
    if (opd->is_Vector() || opd->is_LoadVector()) {
      assert(((opd_idx != 2) || !VectorNode::is_shift(p0)), "shift's count can't be vector");
      if (opd_idx == 2 && VectorNode::is_shift(p0)) {
        NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("shift's count can't be vector");})
        return NULL;
      }
      return opd; // input is matching vector
    }
    if ((opd_idx == 2) && VectorNode::is_shift(p0)) {
      Compile* C = _phase->C;
      Node* cnt = opd;
      // Vector instructions do not mask shift count, do it here.
      juint mask = (p0->bottom_type() == TypeInt::INT) ? (BitsPerInt - 1) : (BitsPerLong - 1);
      const TypeInt* t = opd->find_int_type();
      if (t != NULL && t->is_con()) {
        juint shift = t->get_con();
        if (shift > mask) { // Unsigned cmp
          cnt = ConNode::make(TypeInt::make(shift & mask));
        }
      } else {
        if (t == NULL || t->_lo < 0 || t->_hi > (int)mask) {
          cnt = ConNode::make(TypeInt::make(mask));
          _igvn.register_new_node_with_optimizer(cnt);
          cnt = new AndINode(opd, cnt);
          _igvn.register_new_node_with_optimizer(cnt);
          _phase->set_ctrl(cnt, _phase->get_ctrl(opd));
        }
        assert(opd->bottom_type()->isa_int(), "int type only");
        if (!opd->bottom_type()->isa_int()) {
          NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("Should be int type only");})
          return NULL;
        }
      }
      // Move shift count into vector register.
      cnt = VectorNode::shift_count(p0->Opcode(), cnt, vlen, velt_basic_type(p0));
      _igvn.register_new_node_with_optimizer(cnt);
      _phase->set_ctrl(cnt, _phase->get_ctrl(opd));
      return cnt;
    }
    assert(!opd->is_StoreVector(), "such vector is not expected here");
    if (opd->is_StoreVector()) {
      NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("StoreVector is not expected here");})
      return NULL;
    }
    // Convert scalar input to vector with the same number of elements as
    // p0's vector. Use p0's type because size of operand's container in
    // vector should match p0's size regardless operand's size.
    const Type* p0_t = NULL;
    VectorNode* vn = NULL;
    if (opd_idx == 2 && VectorNode::is_scalar_rotate(p0)) {
       Node* conv = opd;
       p0_t =  TypeInt::INT;
       if (p0->bottom_type()->isa_long()) {
         p0_t = TypeLong::LONG;
         conv = new ConvI2LNode(opd);
         _igvn.register_new_node_with_optimizer(conv);
         _phase->set_ctrl(conv, _phase->get_ctrl(opd));
       }
       vn = VectorNode::scalar2vector(conv, vlen, p0_t);
    } else {
       p0_t =  velt_type(p0);
       vn = VectorNode::scalar2vector(opd, vlen, p0_t);
    }

    _igvn.register_new_node_with_optimizer(vn);
    _phase->set_ctrl(vn, _phase->get_ctrl(opd));
#ifdef ASSERT
    if (TraceNewVectors) {
      tty->print("new Vector node: ");
      vn->dump();
    }
#endif
    return vn;
  }

  // Insert pack operation
  BasicType bt = velt_basic_type(p0);
  PackNode* pk = PackNode::make(opd, vlen, bt);
  DEBUG_ONLY( const BasicType opd_bt = opd->bottom_type()->basic_type(); )

  for (uint i = 1; i < vlen; i++) {
    Node* pi = p->at(i);
    Node* in = pi->in(opd_idx);
    assert(my_pack(in) == NULL, "Should already have been unpacked");
    if (my_pack(in) != NULL) {
      NOT_PRODUCT(if(is_trace_loop_reverse() || TraceLoopOpts) {tty->print_cr("Should already have been unpacked");})
      return NULL;
    }
    assert(opd_bt == in->bottom_type()->basic_type(), "all same type");
    pk->add_opd(in);
    if (VectorNode::is_muladds2i(pi)) {
      Node* in2 = pi->in(opd_idx + 2);
      assert(my_pack(in2) == NULL, "Should already have been unpacked");
      if (my_pack(in2) != NULL) {
        NOT_PRODUCT(if (is_trace_loop_reverse() || TraceLoopOpts) { tty->print_cr("Should already have been unpacked"); })
          return NULL;
      }
      assert(opd_bt == in2->bottom_type()->basic_type(), "all same type");
      pk->add_opd(in2);
    }
  }
  _igvn.register_new_node_with_optimizer(pk);
  _phase->set_ctrl(pk, _phase->get_ctrl(opd));
#ifdef ASSERT
  if (TraceNewVectors) {
    tty->print("new Vector node: ");
    pk->dump();
  }
#endif
  return pk;
}

//------------------------------insert_extracts---------------------------
// If a use of pack p is not a vector use, then replace the
// use with an extract operation.
void SuperWord::insert_extracts(Node_List* p) {
  if (p->at(0)->is_Store()) return;
  assert(_n_idx_list.is_empty(), "empty (node,index) list");

  // Inspect each use of each pack member.  For each use that is
  // not a vector use, replace the use with an extract operation.

  for (uint i = 0; i < p->size(); i++) {
    Node* def = p->at(i);
    for (DUIterator_Fast jmax, j = def->fast_outs(jmax); j < jmax; j++) {
      Node* use = def->fast_out(j);
      for (uint k = 0; k < use->req(); k++) {
        Node* n = use->in(k);
        if (def == n) {
          Node_List* u_pk = my_pack(use);
          if ((u_pk == NULL || !is_cmov_pack(u_pk) || use->is_CMove()) && !is_vector_use(use, k)) {
              _n_idx_list.push(use, k);
          }
        }
      }
    }
  }

  while (_n_idx_list.is_nonempty()) {
    Node* use = _n_idx_list.node();
    int   idx = _n_idx_list.index();
    _n_idx_list.pop();
    Node* def = use->in(idx);

    if (def->is_reduction()) continue;

    // Insert extract operation
    _igvn.hash_delete(def);
    int def_pos = alignment(def) / data_size(def);

    Node* ex = ExtractNode::make(def, def_pos, velt_basic_type(def));
    _igvn.register_new_node_with_optimizer(ex);
    _phase->set_ctrl(ex, _phase->get_ctrl(def));
    _igvn.replace_input_of(use, idx, ex);
    _igvn._worklist.push(def);

    bb_insert_after(ex, bb_idx(def));
    set_velt_type(ex, velt_type(def));
  }
}

//------------------------------is_vector_use---------------------------
// Is use->in(u_idx) a vector use?
bool SuperWord::is_vector_use(Node* use, int u_idx) {
  Node_List* u_pk = my_pack(use);
  if (u_pk == NULL) return false;
  if (use->is_reduction()) return true;
  Node* def = use->in(u_idx);
  Node_List* d_pk = my_pack(def);
  if (d_pk == NULL) {
    // check for scalar promotion
    Node* n = u_pk->at(0)->in(u_idx);
    for (uint i = 1; i < u_pk->size(); i++) {
      if (u_pk->at(i)->in(u_idx) != n) return false;
    }
    return true;
  }

  if (VectorNode::is_muladds2i(use)) {
    // MulAddS2I takes shorts and produces ints - hence the special checks
    // on alignment and size.
    if (u_pk->size() * 2 != d_pk->size()) {
      return false;
    }
    for (uint i = 0; i < MIN2(d_pk->size(), u_pk->size()); i++) {
      Node* ui = u_pk->at(i);
      Node* di = d_pk->at(i);
      if (alignment(ui) != alignment(di) * 2) {
        return false;
      }
    }
    return true;
  }

  if (VectorNode::is_vpopcnt_long(use)) {
    // VPOPCNT_LONG takes long and produces int - hence the special checks
    // on alignment and size.
    if (u_pk->size() != d_pk->size()) {
      return false;
    }
    for (uint i = 0; i < MIN2(d_pk->size(), u_pk->size()); i++) {
      Node* ui = u_pk->at(i);
      Node* di = d_pk->at(i);
      if (alignment(ui) * 2 != alignment(di)) {
        return false;
      }
    }
    return true;
  }


  if (u_pk->size() != d_pk->size())
    return false;
  for (uint i = 0; i < u_pk->size(); i++) {
    Node* ui = u_pk->at(i);
    Node* di = d_pk->at(i);
    if (ui->in(u_idx) != di || alignment(ui) != alignment(di))
      return false;
  }
  return true;
}

//------------------------------construct_bb---------------------------
// Construct reverse postorder list of block members
bool SuperWord::construct_bb() {
  Node* entry = bb();

  assert(_stk.length() == 0,            "stk is empty");
  assert(_block.length() == 0,          "block is empty");
  assert(_data_entry.length() == 0,     "data_entry is empty");
  assert(_mem_slice_head.length() == 0, "mem_slice_head is empty");
  assert(_mem_slice_tail.length() == 0, "mem_slice_tail is empty");

  // Find non-control nodes with no inputs from within block,
  // create a temporary map from node _idx to bb_idx for use
  // by the visited and post_visited sets,
  // and count number of nodes in block.
  int bb_ct = 0;
  for (uint i = 0; i < lpt()->_body.size(); i++) {
    Node *n = lpt()->_body.at(i);
    set_bb_idx(n, i); // Create a temporary map
    if (in_bb(n)) {
      if (n->is_LoadStore() || n->is_MergeMem() ||
          (n->is_Proj() && !n->as_Proj()->is_CFG())) {
        // Bailout if the loop has LoadStore, MergeMem or data Proj
        // nodes. Superword optimization does not work with them.
        return false;
      }
      bb_ct++;
      if (!n->is_CFG()) {
        bool found = false;
        for (uint j = 0; j < n->req(); j++) {
          Node* def = n->in(j);
          if (def && in_bb(def)) {
            found = true;
            break;
          }
        }
        if (!found) {
          assert(n != entry, "can't be entry");
          _data_entry.push(n);
        }
      }
    }
  }

  // Find memory slices (head and tail)
  for (DUIterator_Fast imax, i = lp()->fast_outs(imax); i < imax; i++) {
    Node *n = lp()->fast_out(i);
    if (in_bb(n) && (n->is_Phi() && n->bottom_type() == Type::MEMORY)) {
      Node* n_tail  = n->in(LoopNode::LoopBackControl);
      if (n_tail != n->in(LoopNode::EntryControl)) {
        if (!n_tail->is_Mem()) {
          assert(n_tail->is_Mem(), "unexpected node for memory slice: %s", n_tail->Name());
          return false; // Bailout
        }
        _mem_slice_head.push(n);
        _mem_slice_tail.push(n_tail);
      }
    }
  }

  // Create an RPO list of nodes in block

  visited_clear();
  post_visited_clear();

  // Push all non-control nodes with no inputs from within block, then control entry
  for (int j = 0; j < _data_entry.length(); j++) {
    Node* n = _data_entry.at(j);
    visited_set(n);
    _stk.push(n);
  }
  visited_set(entry);
  _stk.push(entry);

  // Do a depth first walk over out edges
  int rpo_idx = bb_ct - 1;
  int size;
  int reduction_uses = 0;
  while ((size = _stk.length()) > 0) {
    Node* n = _stk.top(); // Leave node on stack
    if (!visited_test_set(n)) {
      // forward arc in graph
    } else if (!post_visited_test(n)) {
      // cross or back arc
      for (DUIterator_Fast imax, i = n->fast_outs(imax); i < imax; i++) {
        Node *use = n->fast_out(i);
        if (in_bb(use) && !visited_test(use) &&
            // Don't go around backedge
            (!use->is_Phi() || n == entry)) {
          if (use->is_reduction()) {
            // First see if we can map the reduction on the given system we are on, then
            // make a data entry operation for each reduction we see.
            BasicType bt = use->bottom_type()->basic_type();
            if (ReductionNode::implemented(use->Opcode(), Matcher::min_vector_size(bt), bt)) {
              reduction_uses++;
            }
          }
          _stk.push(use);
        }
      }
      if (_stk.length() == size) {
        // There were no additional uses, post visit node now
        _stk.pop(); // Remove node from stack
        assert(rpo_idx >= 0, "");
        _block.at_put_grow(rpo_idx, n);
        rpo_idx--;
        post_visited_set(n);
        assert(rpo_idx >= 0 || _stk.is_empty(), "");
      }
    } else {
      _stk.pop(); // Remove post-visited node from stack
    }
  }//while

  int ii_current = -1;
  unsigned int load_idx = (unsigned int)-1;
  // Build iterations order if needed
  bool build_ii_order = _do_vector_loop_experimental && _ii_order.is_empty();
  // Create real map of block indices for nodes
  for (int j = 0; j < _block.length(); j++) {
    Node* n = _block.at(j);
    set_bb_idx(n, j);
    if (build_ii_order && n->is_Load()) {
      if (ii_current == -1) {
        ii_current = _clone_map.gen(n->_idx);
        _ii_order.push(ii_current);
        load_idx = _clone_map.idx(n->_idx);
      } else if (_clone_map.idx(n->_idx) == load_idx && _clone_map.gen(n->_idx) != ii_current) {
        ii_current = _clone_map.gen(n->_idx);
        _ii_order.push(ii_current);
      }
    }
  }//for

  // Ensure extra info is allocated.
  initialize_bb();

#ifndef PRODUCT
  if (_vector_loop_debug && _ii_order.length() > 0) {
    tty->print("SuperWord::construct_bb: List of generations: ");
    for (int jj = 0; jj < _ii_order.length(); ++jj) {
      tty->print("  %d:%d", jj, _ii_order.at(jj));
    }
    tty->print_cr(" ");
  }
  if (TraceSuperWord) {
    print_bb();
    tty->print_cr("\ndata entry nodes: %s", _data_entry.length() > 0 ? "" : "NONE");
    for (int m = 0; m < _data_entry.length(); m++) {
      tty->print("%3d ", m);
      _data_entry.at(m)->dump();
    }
    tty->print_cr("\nmemory slices: %s", _mem_slice_head.length() > 0 ? "" : "NONE");
    for (int m = 0; m < _mem_slice_head.length(); m++) {
      tty->print("%3d ", m); _mem_slice_head.at(m)->dump();
      tty->print("    ");    _mem_slice_tail.at(m)->dump();
    }
  }
#endif
  assert(rpo_idx == -1 && bb_ct == _block.length(), "all block members found");
  return (_mem_slice_head.length() > 0) || (reduction_uses > 0) || (_data_entry.length() > 0);
}

//------------------------------initialize_bb---------------------------
// Initialize per node info
void SuperWord::initialize_bb() {
  Node* last = _block.at(_block.length() - 1);
  grow_node_info(bb_idx(last));
}

//------------------------------bb_insert_after---------------------------
// Insert n into block after pos
void SuperWord::bb_insert_after(Node* n, int pos) {
  int n_pos = pos + 1;
  // Make room
  for (int i = _block.length() - 1; i >= n_pos; i--) {
    _block.at_put_grow(i+1, _block.at(i));
  }
  for (int j = _node_info.length() - 1; j >= n_pos; j--) {
    _node_info.at_put_grow(j+1, _node_info.at(j));
  }
  // Set value
  _block.at_put_grow(n_pos, n);
  _node_info.at_put_grow(n_pos, SWNodeInfo::initial);
  // Adjust map from node->_idx to _block index
  for (int i = n_pos; i < _block.length(); i++) {
    set_bb_idx(_block.at(i), i);
  }
}

//------------------------------compute_max_depth---------------------------
// Compute max depth for expressions from beginning of block
// Use to prune search paths during test for independence.
void SuperWord::compute_max_depth() {
  int ct = 0;
  bool again;
  do {
    again = false;
    for (int i = 0; i < _block.length(); i++) {
      Node* n = _block.at(i);
      if (!n->is_Phi()) {
        int d_orig = depth(n);
        int d_in   = 0;
        for (DepPreds preds(n, _dg); !preds.done(); preds.next()) {
          Node* pred = preds.current();
          if (in_bb(pred)) {
            d_in = MAX2(d_in, depth(pred));
          }
        }
        if (d_in + 1 != d_orig) {
          set_depth(n, d_in + 1);
          again = true;
        }
      }
    }
    ct++;
  } while (again);

  if (TraceSuperWord && Verbose) {
    tty->print_cr("compute_max_depth iterated: %d times", ct);
  }
}

//-------------------------compute_vector_element_type-----------------------
// Compute necessary vector element type for expressions
// This propagates backwards a narrower integer type when the
// upper bits of the value are not needed.
// Example:  char a,b,c;  a = b + c;
// Normally the type of the add is integer, but for packed character
// operations the type of the add needs to be char.
void SuperWord::compute_vector_element_type() {
  if (TraceSuperWord && Verbose) {
    tty->print_cr("\ncompute_velt_type:");
  }

  // Initial type
  for (int i = 0; i < _block.length(); i++) {
    Node* n = _block.at(i);
    set_velt_type(n, container_type(n));
  }

  // Propagate integer narrowed type backwards through operations
  // that don't depend on higher order bits
  for (int i = _block.length() - 1; i >= 0; i--) {
    Node* n = _block.at(i);
    // Only integer types need be examined
    const Type* vtn = velt_type(n);
    if (vtn->basic_type() == T_INT) {
      uint start, end;
      VectorNode::vector_operands(n, &start, &end);

      for (uint j = start; j < end; j++) {
        Node* in  = n->in(j);
        // Don't propagate through a memory
        if (!in->is_Mem() && in_bb(in) && velt_type(in)->basic_type() == T_INT &&
            data_size(n) < data_size(in)) {
          bool same_type = true;
          for (DUIterator_Fast kmax, k = in->fast_outs(kmax); k < kmax; k++) {
            Node *use = in->fast_out(k);
            if (!in_bb(use) || !same_velt_type(use, n)) {
              same_type = false;
              break;
            }
          }
          if (same_type) {
            // In any Java arithmetic operation, operands of small integer types
            // (boolean, byte, char & short) should be promoted to int first. As
            // vector elements of small types don't have upper bits of int, for
            // RShiftI or AbsI operations, the compiler has to know the precise
            // signedness info of the 1st operand. These operations shouldn't be
            // vectorized if the signedness info is imprecise.
            const Type* vt = vtn;
            int op = in->Opcode();
            if (VectorNode::is_shift_opcode(op) || op == Op_AbsI) {
              Node* load = in->in(1);
              if (load->is_Load() && in_bb(load) && (velt_type(load)->basic_type() == T_INT)) {
                // Only Load nodes distinguish signed (LoadS/LoadB) and unsigned
                // (LoadUS/LoadUB) values. Store nodes only have one version.
                vt = velt_type(load);
              } else if (op != Op_LShiftI) {
                // Widen type to int to avoid the creation of vector nodes. Note
                // that left shifts work regardless of the signedness.
                vt = TypeInt::INT;
              }
            }
            set_velt_type(in, vt);
          }
        }
      }
    }
  }
#ifndef PRODUCT
  if (TraceSuperWord && Verbose) {
    for (int i = 0; i < _block.length(); i++) {
      Node* n = _block.at(i);
      velt_type(n)->dump();
      tty->print("\t");
      n->dump();
    }
  }
#endif
}

//------------------------------memory_alignment---------------------------
// Alignment within a vector memory reference
int SuperWord::memory_alignment(MemNode* s, int iv_adjust) {
#ifndef PRODUCT
  if ((TraceSuperWord && Verbose) || is_trace_alignment()) {
    tty->print("SuperWord::memory_alignment within a vector memory reference for %d:  ", s->_idx); s->dump();
  }
#endif
  NOT_PRODUCT(SWPointer::Tracer::Depth ddd(0);)
  SWPointer p(s, this, NULL, false);
  if (!p.valid()) {
    NOT_PRODUCT(if(is_trace_alignment()) tty->print_cr("SWPointer::memory_alignment: SWPointer p invalid, return bottom_align");)
    return bottom_align;
  }
  int vw = get_vw_bytes_special(s);
  if (vw < 2) {
    NOT_PRODUCT(if(is_trace_alignment()) tty->print_cr("SWPointer::memory_alignment: vector_width_in_bytes < 2, return bottom_align");)
    return bottom_align; // No vectors for this type
  }
  int offset  = p.offset_in_bytes();
  offset     += iv_adjust*p.memory_size();
  int off_rem = offset % vw;
  int off_mod = off_rem >= 0 ? off_rem : off_rem + vw;
#ifndef PRODUCT
  if ((TraceSuperWord && Verbose) || is_trace_alignment()) {
    tty->print_cr("SWPointer::memory_alignment: off_rem = %d, off_mod = %d", off_rem, off_mod);
  }
#endif
  return off_mod;
}

//---------------------------container_type---------------------------
// Smallest type containing range of values
const Type* SuperWord::container_type(Node* n) {
  if (n->is_Mem()) {
    BasicType bt = n->as_Mem()->memory_type();
    if (n->is_Store() && (bt == T_CHAR)) {
      // Use T_SHORT type instead of T_CHAR for stored values because any
      // preceding arithmetic operation extends values to signed Int.
      bt = T_SHORT;
    }
    if (n->Opcode() == Op_LoadUB) {
      // Adjust type for unsigned byte loads, it is important for right shifts.
      // T_BOOLEAN is used because there is no basic type representing type
      // TypeInt::UBYTE. Use of T_BOOLEAN for vectors is fine because only
      // size (one byte) and sign is important.
      bt = T_BOOLEAN;
    }
    return Type::get_const_basic_type(bt);
  }
  const Type* t = _igvn.type(n);
  if (t->basic_type() == T_INT) {
    // A narrow type of arithmetic operations will be determined by
    // propagating the type of memory operations.
    return TypeInt::INT;
  }
  return t;
}

bool SuperWord::same_velt_type(Node* n1, Node* n2) {
  const Type* vt1 = velt_type(n1);
  const Type* vt2 = velt_type(n2);
  if (vt1->basic_type() == T_INT && vt2->basic_type() == T_INT) {
    // Compare vectors element sizes for integer types.
    return data_size(n1) == data_size(n2);
  }
  return vt1 == vt2;
}

//------------------------------in_packset---------------------------
// Are s1 and s2 in a pack pair and ordered as s1,s2?
bool SuperWord::in_packset(Node* s1, Node* s2) {
  for (int i = 0; i < _packset.length(); i++) {
    Node_List* p = _packset.at(i);
    assert(p->size() == 2, "must be");
    if (p->at(0) == s1 && p->at(p->size()-1) == s2) {
      return true;
    }
  }
  return false;
}

//------------------------------in_pack---------------------------
// Is s in pack p?
Node_List* SuperWord::in_pack(Node* s, Node_List* p) {
  for (uint i = 0; i < p->size(); i++) {
    if (p->at(i) == s) {
      return p;
    }
  }
  return NULL;
}

//------------------------------remove_pack_at---------------------------
// Remove the pack at position pos in the packset
void SuperWord::remove_pack_at(int pos) {
  Node_List* p = _packset.at(pos);
  for (uint i = 0; i < p->size(); i++) {
    Node* s = p->at(i);
    set_my_pack(s, NULL);
  }
  _packset.remove_at(pos);
}

void SuperWord::packset_sort(int n) {
  // simple bubble sort so that we capitalize with O(n) when its already sorted
  while (n != 0) {
    bool swapped = false;
    for (int i = 1; i < n; i++) {
      Node_List* q_low = _packset.at(i-1);
      Node_List* q_i = _packset.at(i);

      // only swap when we find something to swap
      if (alignment(q_low->at(0)) > alignment(q_i->at(0))) {
        Node_List* t = q_i;
        *(_packset.adr_at(i)) = q_low;
        *(_packset.adr_at(i-1)) = q_i;
        swapped = true;
      }
    }
    if (swapped == false) break;
    n--;
  }
}

//------------------------------executed_first---------------------------
// Return the node executed first in pack p.  Uses the RPO block list
// to determine order.
Node* SuperWord::executed_first(Node_List* p) {
  Node* n = p->at(0);
  int n_rpo = bb_idx(n);
  for (uint i = 1; i < p->size(); i++) {
    Node* s = p->at(i);
    int s_rpo = bb_idx(s);
    if (s_rpo < n_rpo) {
      n = s;
      n_rpo = s_rpo;
    }
  }
  return n;
}

//------------------------------executed_last---------------------------
// Return the node executed last in pack p.
Node* SuperWord::executed_last(Node_List* p) {
  Node* n = p->at(0);
  int n_rpo = bb_idx(n);
  for (uint i = 1; i < p->size(); i++) {
    Node* s = p->at(i);
    int s_rpo = bb_idx(s);
    if (s_rpo > n_rpo) {
      n = s;
      n_rpo = s_rpo;
    }
  }
  return n;
}

LoadNode::ControlDependency SuperWord::control_dependency(Node_List* p) {
  LoadNode::ControlDependency dep = LoadNode::DependsOnlyOnTest;
  for (uint i = 0; i < p->size(); i++) {
    Node* n = p->at(i);
    assert(n->is_Load(), "only meaningful for loads");
    if (!n->depends_only_on_test()) {
      if (n->as_Load()->has_unknown_control_dependency() &&
          dep != LoadNode::Pinned) {
        // Upgrade to unknown control...
        dep = LoadNode::UnknownControl;
      } else {
        // Otherwise, we must pin it.
        dep = LoadNode::Pinned;
      }
    }
  }
  return dep;
}


//----------------------------align_initial_loop_index---------------------------
// Adjust pre-loop limit so that in main loop, a load/store reference
// to align_to_ref will be a position zero in the vector.
//   (iv + k) mod vector_align == 0
void SuperWord::align_initial_loop_index(MemNode* align_to_ref) {
  assert(lp()->is_main_loop(), "");
  CountedLoopEndNode* pre_end = pre_loop_end();
  Node* pre_opaq1 = pre_end->limit();
  assert(pre_opaq1->Opcode() == Op_Opaque1, "");
  Opaque1Node* pre_opaq = (Opaque1Node*)pre_opaq1;
  Node* lim0 = pre_opaq->in(1);

  // Where we put new limit calculations
  Node* pre_ctrl = pre_loop_head()->in(LoopNode::EntryControl);

  // Ensure the original loop limit is available from the
  // pre-loop Opaque1 node.
  Node* orig_limit = pre_opaq->original_loop_limit();
  assert(orig_limit != NULL && _igvn.type(orig_limit) != Type::TOP, "");

  SWPointer align_to_ref_p(align_to_ref, this, NULL, false);
  assert(align_to_ref_p.valid(), "sanity");

  // Given:
  //     lim0 == original pre loop limit
  //     V == v_align (power of 2)
  //     invar == extra invariant piece of the address expression
  //     e == offset [ +/- invar ]
  //
  // When reassociating expressions involving '%' the basic rules are:
  //     (a - b) % k == 0   =>  a % k == b % k
  // and:
  //     (a + b) % k == 0   =>  a % k == (k - b) % k
  //
  // For stride > 0 && scale > 0,
  //   Derive the new pre-loop limit "lim" such that the two constraints:
  //     (1) lim = lim0 + N           (where N is some positive integer < V)
  //     (2) (e + lim) % V == 0
  //   are true.
  //
  //   Substituting (1) into (2),
  //     (e + lim0 + N) % V == 0
  //   solve for N:
  //     N = (V - (e + lim0)) % V
  //   substitute back into (1), so that new limit
  //     lim = lim0 + (V - (e + lim0)) % V
  //
  // For stride > 0 && scale < 0
  //   Constraints:
  //     lim = lim0 + N
  //     (e - lim) % V == 0
  //   Solving for lim:
  //     (e - lim0 - N) % V == 0
  //     N = (e - lim0) % V
  //     lim = lim0 + (e - lim0) % V
  //
  // For stride < 0 && scale > 0
  //   Constraints:
  //     lim = lim0 - N
  //     (e + lim) % V == 0
  //   Solving for lim:
  //     (e + lim0 - N) % V == 0
  //     N = (e + lim0) % V
  //     lim = lim0 - (e + lim0) % V
  //
  // For stride < 0 && scale < 0
  //   Constraints:
  //     lim = lim0 - N
  //     (e - lim) % V == 0
  //   Solving for lim:
  //     (e - lim0 + N) % V == 0
  //     N = (V - (e - lim0)) % V
  //     lim = lim0 - (V - (e - lim0)) % V

  int vw = vector_width_in_bytes(align_to_ref);
  int stride   = iv_stride();
  int scale    = align_to_ref_p.scale_in_bytes();
  int elt_size = align_to_ref_p.memory_size();
  int v_align  = vw / elt_size;
  assert(v_align > 1, "sanity");
  int offset   = align_to_ref_p.offset_in_bytes() / elt_size;
  Node *offsn  = _igvn.intcon(offset);

  Node *e = offsn;
  if (align_to_ref_p.invar() != NULL) {
    // incorporate any extra invariant piece producing (offset +/- invar) >>> log2(elt)
    Node* log2_elt = _igvn.intcon(exact_log2(elt_size));
    Node* invar = align_to_ref_p.invar();
    if (_igvn.type(invar)->isa_long()) {
      // Computations are done % (vector width/element size) so it's
      // safe to simply convert invar to an int and loose the upper 32
      // bit half.
      invar = new ConvL2INode(invar);
      _igvn.register_new_node_with_optimizer(invar);
    }
    Node* invar_scale = align_to_ref_p.invar_scale();
    if (invar_scale != NULL) {
      invar = new LShiftINode(invar, invar_scale);
      _igvn.register_new_node_with_optimizer(invar);
    }
    Node* aref = new URShiftINode(invar, log2_elt);
    _igvn.register_new_node_with_optimizer(aref);
    _phase->set_ctrl(aref, pre_ctrl);
    if (align_to_ref_p.negate_invar()) {
      e = new SubINode(e, aref);
    } else {
      e = new AddINode(e, aref);
    }
    _igvn.register_new_node_with_optimizer(e);
    _phase->set_ctrl(e, pre_ctrl);
  }
  if (vw > ObjectAlignmentInBytes || align_to_ref_p.base()->is_top()) {
    // incorporate base e +/- base && Mask >>> log2(elt)
    Node* xbase = new CastP2XNode(NULL, align_to_ref_p.adr());
    _igvn.register_new_node_with_optimizer(xbase);
#ifdef _LP64
    xbase  = new ConvL2INode(xbase);
    _igvn.register_new_node_with_optimizer(xbase);
#endif
    Node* mask = _igvn.intcon(vw-1);
    Node* masked_xbase  = new AndINode(xbase, mask);
    _igvn.register_new_node_with_optimizer(masked_xbase);
    Node* log2_elt = _igvn.intcon(exact_log2(elt_size));
    Node* bref     = new URShiftINode(masked_xbase, log2_elt);
    _igvn.register_new_node_with_optimizer(bref);
    _phase->set_ctrl(bref, pre_ctrl);
    e = new AddINode(e, bref);
    _igvn.register_new_node_with_optimizer(e);
    _phase->set_ctrl(e, pre_ctrl);
  }

  // compute e +/- lim0
  if (scale < 0) {
    e = new SubINode(e, lim0);
  } else {
    e = new AddINode(e, lim0);
  }
  _igvn.register_new_node_with_optimizer(e);
  _phase->set_ctrl(e, pre_ctrl);

  if (stride * scale > 0) {
    // compute V - (e +/- lim0)
    Node* va  = _igvn.intcon(v_align);
    e = new SubINode(va, e);
    _igvn.register_new_node_with_optimizer(e);
    _phase->set_ctrl(e, pre_ctrl);
  }
  // compute N = (exp) % V
  Node* va_msk = _igvn.intcon(v_align - 1);
  Node* N = new AndINode(e, va_msk);
  _igvn.register_new_node_with_optimizer(N);
  _phase->set_ctrl(N, pre_ctrl);

  //   substitute back into (1), so that new limit
  //     lim = lim0 + N
  Node* lim;
  if (stride < 0) {
    lim = new SubINode(lim0, N);
  } else {
    lim = new AddINode(lim0, N);
  }
  _igvn.register_new_node_with_optimizer(lim);
  _phase->set_ctrl(lim, pre_ctrl);
  Node* constrained =
    (stride > 0) ? (Node*) new MinINode(lim, orig_limit)
                 : (Node*) new MaxINode(lim, orig_limit);
  _igvn.register_new_node_with_optimizer(constrained);
  _phase->set_ctrl(constrained, pre_ctrl);
  _igvn.replace_input_of(pre_opaq, 1, constrained);
}

//----------------------------get_pre_loop_end---------------------------
// Find pre loop end from main loop.  Returns null if none.
CountedLoopEndNode* SuperWord::find_pre_loop_end(CountedLoopNode* cl) const {
  // The loop cannot be optimized if the graph shape at
  // the loop entry is inappropriate.
  if (cl->is_canonical_loop_entry() == NULL) {
    return NULL;
  }

  Node* p_f = cl->skip_predicates()->in(0)->in(0);
  if (!p_f->is_IfFalse()) return NULL;
  if (!p_f->in(0)->is_CountedLoopEnd()) return NULL;
  CountedLoopEndNode* pre_end = p_f->in(0)->as_CountedLoopEnd();
  CountedLoopNode* loop_node = pre_end->loopnode();
  if (loop_node == NULL || !loop_node->is_pre_loop()) return NULL;
  return pre_end;
}

//------------------------------init---------------------------
void SuperWord::init() {
  _dg.init();
  _packset.clear();
  _disjoint_ptrs.clear();
  _block.clear();
  _post_block.clear();
  _data_entry.clear();
  _mem_slice_head.clear();
  _mem_slice_tail.clear();
  _iteration_first.clear();
  _iteration_last.clear();
  _node_info.clear();
  _align_to_ref = NULL;
  _lpt = NULL;
  _lp = NULL;
  _bb = NULL;
  _iv = NULL;
  _race_possible = 0;
  _early_return = false;
  _num_work_vecs = 0;
  _num_reductions = 0;
}

//------------------------------restart---------------------------
void SuperWord::restart() {
  _dg.init();
  _packset.clear();
  _disjoint_ptrs.clear();
  _block.clear();
  _post_block.clear();
  _data_entry.clear();
  _mem_slice_head.clear();
  _mem_slice_tail.clear();
  _node_info.clear();
}

//------------------------------print_packset---------------------------
void SuperWord::print_packset() {
#ifndef PRODUCT
  tty->print_cr("packset");
  for (int i = 0; i < _packset.length(); i++) {
    tty->print_cr("Pack: %d", i);
    Node_List* p = _packset.at(i);
    print_pack(p);
  }
#endif
}

//------------------------------print_pack---------------------------
void SuperWord::print_pack(Node_List* p) {
  for (uint i = 0; i < p->size(); i++) {
    print_stmt(p->at(i));
  }
}

//------------------------------print_bb---------------------------
void SuperWord::print_bb() {
#ifndef PRODUCT
  tty->print_cr("\nBlock");
  for (int i = 0; i < _block.length(); i++) {
    Node* n = _block.at(i);
    tty->print("%d ", i);
    if (n) {
      n->dump();
    }
  }
#endif
}

//------------------------------print_stmt---------------------------
void SuperWord::print_stmt(Node* s) {
#ifndef PRODUCT
  tty->print(" align: %d \t", alignment(s));
  s->dump();
#endif
}

//------------------------------blank---------------------------
char* SuperWord::blank(uint depth) {
  static char blanks[101];
  assert(depth < 101, "too deep");
  for (uint i = 0; i < depth; i++) blanks[i] = ' ';
  blanks[depth] = '\0';
  return blanks;
}


//==============================SWPointer===========================
#ifndef PRODUCT
int SWPointer::Tracer::_depth = 0;
#endif
//----------------------------SWPointer------------------------
SWPointer::SWPointer(MemNode* mem, SuperWord* slp, Node_Stack *nstack, bool analyze_only) :
  _mem(mem), _slp(slp),  _base(NULL),  _adr(NULL),
  _scale(0), _offset(0), _invar(NULL), _negate_invar(false),
  _invar_scale(NULL),
  _nstack(nstack), _analyze_only(analyze_only),
  _stack_idx(0)
#ifndef PRODUCT
  , _tracer(slp)
#endif
{
  NOT_PRODUCT(_tracer.ctor_1(mem);)

  Node* adr = mem->in(MemNode::Address);
  if (!adr->is_AddP()) {
    assert(!valid(), "too complex");
    return;
  }
  // Match AddP(base, AddP(ptr, k*iv [+ invariant]), constant)
  Node* base = adr->in(AddPNode::Base);
  // The base address should be loop invariant
  if (is_main_loop_member(base)) {
    assert(!valid(), "base address is loop variant");
    return;
  }
  // unsafe references require misaligned vector access support
  if (base->is_top() && !Matcher::misaligned_vectors_ok()) {
    assert(!valid(), "unsafe access");
    return;
  }

  NOT_PRODUCT(if(_slp->is_trace_alignment()) _tracer.store_depth();)
  NOT_PRODUCT(_tracer.ctor_2(adr);)

  int i;
  for (i = 0; i < 3; i++) {
    NOT_PRODUCT(_tracer.ctor_3(adr, i);)

    if (!scaled_iv_plus_offset(adr->in(AddPNode::Offset))) {
      assert(!valid(), "too complex");
      return;
    }
    adr = adr->in(AddPNode::Address);
    NOT_PRODUCT(_tracer.ctor_4(adr, i);)

    if (base == adr || !adr->is_AddP()) {
      NOT_PRODUCT(_tracer.ctor_5(adr, base, i);)
      break; // stop looking at addp's
    }
  }
  if (is_main_loop_member(adr)) {
    assert(!valid(), "adr is loop variant");
    return;
  }

  if (!base->is_top() && adr != base) {
    assert(!valid(), "adr and base differ");
    return;
  }

  NOT_PRODUCT(if(_slp->is_trace_alignment()) _tracer.restore_depth();)
  NOT_PRODUCT(_tracer.ctor_6(mem);)

  _base = base;
  _adr  = adr;
  assert(valid(), "Usable");
}

// Following is used to create a temporary object during
// the pattern match of an address expression.
SWPointer::SWPointer(SWPointer* p) :
  _mem(p->_mem), _slp(p->_slp),  _base(NULL),  _adr(NULL),
  _scale(0), _offset(0), _invar(NULL), _negate_invar(false),
  _invar_scale(NULL),
  _nstack(p->_nstack), _analyze_only(p->_analyze_only),
  _stack_idx(p->_stack_idx)
  #ifndef PRODUCT
  , _tracer(p->_slp)
  #endif
{}

bool SWPointer::is_main_loop_member(Node* n) const {
  Node* n_c = phase()->get_ctrl(n);
  return lpt()->is_member(phase()->get_loop(n_c));
}

bool SWPointer::invariant(Node* n) const {
  NOT_PRODUCT(Tracer::Depth dd;)
  Node* n_c = phase()->get_ctrl(n);
  NOT_PRODUCT(_tracer.invariant_1(n, n_c);)
  bool is_not_member = !is_main_loop_member(n);
  if (is_not_member && _slp->lp()->is_main_loop()) {
    // Check that n_c dominates the pre loop head node. If it does not, then we cannot use n as invariant for the pre loop
    // CountedLoopEndNode check because n_c is either part of the pre loop or between the pre and the main loop (illegal
    // invariant: Happens, for example, when n_c is a CastII node that prevents data nodes to flow above the main loop).
    return phase()->is_dominator(n_c, _slp->pre_loop_head());
  }
  return is_not_member;
}

//------------------------scaled_iv_plus_offset--------------------
// Match: k*iv + offset
// where: k is a constant that maybe zero, and
//        offset is (k2 [+/- invariant]) where k2 maybe zero and invariant is optional
bool SWPointer::scaled_iv_plus_offset(Node* n) {
  NOT_PRODUCT(Tracer::Depth ddd;)
  NOT_PRODUCT(_tracer.scaled_iv_plus_offset_1(n);)

  if (scaled_iv(n)) {
    NOT_PRODUCT(_tracer.scaled_iv_plus_offset_2(n);)
    return true;
  }

  if (offset_plus_k(n)) {
    NOT_PRODUCT(_tracer.scaled_iv_plus_offset_3(n);)
    return true;
  }

  int opc = n->Opcode();
  if (opc == Op_AddI) {
    if (offset_plus_k(n->in(2)) && scaled_iv_plus_offset(n->in(1))) {
      NOT_PRODUCT(_tracer.scaled_iv_plus_offset_4(n);)
      return true;
    }
    if (offset_plus_k(n->in(1)) && scaled_iv_plus_offset(n->in(2))) {
      NOT_PRODUCT(_tracer.scaled_iv_plus_offset_5(n);)
      return true;
    }
  } else if (opc == Op_SubI) {
    if (offset_plus_k(n->in(2), true) && scaled_iv_plus_offset(n->in(1))) {
      NOT_PRODUCT(_tracer.scaled_iv_plus_offset_6(n);)
      return true;
    }
    if (offset_plus_k(n->in(1)) && scaled_iv_plus_offset(n->in(2))) {
      _scale *= -1;
      NOT_PRODUCT(_tracer.scaled_iv_plus_offset_7(n);)
      return true;
    }
  }

  NOT_PRODUCT(_tracer.scaled_iv_plus_offset_8(n);)
  return false;
}

//----------------------------scaled_iv------------------------
// Match: k*iv where k is a constant that's not zero
bool SWPointer::scaled_iv(Node* n) {
  NOT_PRODUCT(Tracer::Depth ddd;)
  NOT_PRODUCT(_tracer.scaled_iv_1(n);)

  if (_scale != 0) { // already found a scale
    NOT_PRODUCT(_tracer.scaled_iv_2(n, _scale);)
    return false;
  }

  if (n == iv()) {
    _scale = 1;
    NOT_PRODUCT(_tracer.scaled_iv_3(n, _scale);)
    return true;
  }
  if (_analyze_only && (is_main_loop_member(n))) {
    _nstack->push(n, _stack_idx++);
  }

  int opc = n->Opcode();
  if (opc == Op_MulI) {
    if (n->in(1) == iv() && n->in(2)->is_Con()) {
      _scale = n->in(2)->get_int();
      NOT_PRODUCT(_tracer.scaled_iv_4(n, _scale);)
      return true;
    } else if (n->in(2) == iv() && n->in(1)->is_Con()) {
      _scale = n->in(1)->get_int();
      NOT_PRODUCT(_tracer.scaled_iv_5(n, _scale);)
      return true;
    }
  } else if (opc == Op_LShiftI) {
    if (n->in(1) == iv() && n->in(2)->is_Con()) {
      _scale = 1 << n->in(2)->get_int();
      NOT_PRODUCT(_tracer.scaled_iv_6(n, _scale);)
      return true;
    }
  } else if (opc == Op_ConvI2L || opc == Op_CastII) {
    if (scaled_iv_plus_offset(n->in(1))) {
      NOT_PRODUCT(_tracer.scaled_iv_7(n);)
      return true;
    }
  } else if (opc == Op_LShiftL && n->in(2)->is_Con()) {
    if (!has_iv() && _invar == NULL) {
      // Need to preserve the current _offset value, so
      // create a temporary object for this expression subtree.
      // Hacky, so should re-engineer the address pattern match.
      NOT_PRODUCT(Tracer::Depth dddd;)
      SWPointer tmp(this);
      NOT_PRODUCT(_tracer.scaled_iv_8(n, &tmp);)

      if (tmp.scaled_iv_plus_offset(n->in(1))) {
        int scale = n->in(2)->get_int();
        _scale   = tmp._scale  << scale;
        _offset += tmp._offset << scale;
        _invar = tmp._invar;
        if (_invar != NULL) {
          _negate_invar = tmp._negate_invar;
          _invar_scale = n->in(2);
        }
        NOT_PRODUCT(_tracer.scaled_iv_9(n, _scale, _offset, _invar, _negate_invar);)
        return true;
      }
    }
  }
  NOT_PRODUCT(_tracer.scaled_iv_10(n);)
  return false;
}

//----------------------------offset_plus_k------------------------
// Match: offset is (k [+/- invariant])
// where k maybe zero and invariant is optional, but not both.
bool SWPointer::offset_plus_k(Node* n, bool negate) {
  NOT_PRODUCT(Tracer::Depth ddd;)
  NOT_PRODUCT(_tracer.offset_plus_k_1(n);)

  int opc = n->Opcode();
  if (opc == Op_ConI) {
    _offset += negate ? -(n->get_int()) : n->get_int();
    NOT_PRODUCT(_tracer.offset_plus_k_2(n, _offset);)
    return true;
  } else if (opc == Op_ConL) {
    // Okay if value fits into an int
    const TypeLong* t = n->find_long_type();
    if (t->higher_equal(TypeLong::INT)) {
      jlong loff = n->get_long();
      jint  off  = (jint)loff;
      _offset += negate ? -off : loff;
      NOT_PRODUCT(_tracer.offset_plus_k_3(n, _offset);)
      return true;
    }
    NOT_PRODUCT(_tracer.offset_plus_k_4(n);)
    return false;
  }
  if (_invar != NULL) { // already has an invariant
    NOT_PRODUCT(_tracer.offset_plus_k_5(n, _invar);)
    return false;
  }

  if (_analyze_only && is_main_loop_member(n)) {
    _nstack->push(n, _stack_idx++);
  }
  if (opc == Op_AddI) {
    if (n->in(2)->is_Con() && invariant(n->in(1))) {
      _negate_invar = negate;
      _invar = n->in(1);
      _offset += negate ? -(n->in(2)->get_int()) : n->in(2)->get_int();
      NOT_PRODUCT(_tracer.offset_plus_k_6(n, _invar, _negate_invar, _offset);)
      return true;
    } else if (n->in(1)->is_Con() && invariant(n->in(2))) {
      _offset += negate ? -(n->in(1)->get_int()) : n->in(1)->get_int();
      _negate_invar = negate;
      _invar = n->in(2);
      NOT_PRODUCT(_tracer.offset_plus_k_7(n, _invar, _negate_invar, _offset);)
      return true;
    }
  }
  if (opc == Op_SubI) {
    if (n->in(2)->is_Con() && invariant(n->in(1))) {
      _negate_invar = negate;
      _invar = n->in(1);
      _offset += !negate ? -(n->in(2)->get_int()) : n->in(2)->get_int();
      NOT_PRODUCT(_tracer.offset_plus_k_8(n, _invar, _negate_invar, _offset);)
      return true;
    } else if (n->in(1)->is_Con() && invariant(n->in(2))) {
      _offset += negate ? -(n->in(1)->get_int()) : n->in(1)->get_int();
      _negate_invar = !negate;
      _invar = n->in(2);
      NOT_PRODUCT(_tracer.offset_plus_k_9(n, _invar, _negate_invar, _offset);)
      return true;
    }
  }

  if (!is_main_loop_member(n)) {
    // 'n' is loop invariant. Skip ConvI2L and CastII nodes before checking if 'n' is dominating the pre loop.
    if (opc == Op_ConvI2L) {
      n = n->in(1);
    }
    if (n->Opcode() == Op_CastII) {
      // Skip CastII nodes
      assert(!is_main_loop_member(n), "sanity");
      n = n->in(1);
    }
    // Check if 'n' can really be used as invariant (not in main loop and dominating the pre loop).
    if (invariant(n)) {
      _negate_invar = negate;
      _invar = n;
      NOT_PRODUCT(_tracer.offset_plus_k_10(n, _invar, _negate_invar, _offset);)
      return true;
    }
  }

  NOT_PRODUCT(_tracer.offset_plus_k_11(n);)
  return false;
}

//----------------------------print------------------------
void SWPointer::print() {
#ifndef PRODUCT
  tty->print("base: [%d]  adr: [%d]  scale: %d  offset: %d",
             _base != NULL ? _base->_idx : 0,
             _adr  != NULL ? _adr->_idx  : 0,
             _scale, _offset);
  if (_invar != NULL) {
    tty->print("  invar: %c[%d] << [%d]", _negate_invar?'-':'+', _invar->_idx, _invar_scale->_idx);
  }
  tty->cr();
#endif
}

//----------------------------tracing------------------------
#ifndef PRODUCT
void SWPointer::Tracer::print_depth() const {
  for (int ii = 0; ii < _depth; ++ii) {
    tty->print("  ");
  }
}

void SWPointer::Tracer::ctor_1 (Node* mem) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print(" %d SWPointer::SWPointer: start alignment analysis", mem->_idx); mem->dump();
  }
}

void SWPointer::Tracer::ctor_2(Node* adr) {
  if(_slp->is_trace_alignment()) {
    //store_depth();
    inc_depth();
    print_depth(); tty->print(" %d (adr) SWPointer::SWPointer: ", adr->_idx); adr->dump();
    inc_depth();
    print_depth(); tty->print(" %d (base) SWPointer::SWPointer: ", adr->in(AddPNode::Base)->_idx); adr->in(AddPNode::Base)->dump();
  }
}

void SWPointer::Tracer::ctor_3(Node* adr, int i) {
  if(_slp->is_trace_alignment()) {
    inc_depth();
    Node* offset = adr->in(AddPNode::Offset);
    print_depth(); tty->print(" %d (offset) SWPointer::SWPointer: i = %d: ", offset->_idx, i); offset->dump();
  }
}

void SWPointer::Tracer::ctor_4(Node* adr, int i) {
  if(_slp->is_trace_alignment()) {
    inc_depth();
    print_depth(); tty->print(" %d (adr) SWPointer::SWPointer: i = %d: ", adr->_idx, i); adr->dump();
  }
}

void SWPointer::Tracer::ctor_5(Node* adr, Node* base, int i) {
  if(_slp->is_trace_alignment()) {
    inc_depth();
    if (base == adr) {
      print_depth(); tty->print_cr("  \\ %d (adr) == %d (base) SWPointer::SWPointer: breaking analysis at i = %d", adr->_idx, base->_idx, i);
    } else if (!adr->is_AddP()) {
      print_depth(); tty->print_cr("  \\ %d (adr) is NOT Addp SWPointer::SWPointer: breaking analysis at i = %d", adr->_idx, i);
    }
  }
}

void SWPointer::Tracer::ctor_6(Node* mem) {
  if(_slp->is_trace_alignment()) {
    //restore_depth();
    print_depth(); tty->print_cr(" %d (adr) SWPointer::SWPointer: stop analysis", mem->_idx);
  }
}

void SWPointer::Tracer::invariant_1(Node *n, Node *n_c) const {
  if (_slp->do_vector_loop() && _slp->is_debug() && _slp->_lpt->is_member(_slp->_phase->get_loop(n_c)) != (int)_slp->in_bb(n)) {
    int is_member =  _slp->_lpt->is_member(_slp->_phase->get_loop(n_c));
    int in_bb     =  _slp->in_bb(n);
    print_depth(); tty->print("  \\ ");  tty->print_cr(" %d SWPointer::invariant  conditions differ: n_c %d", n->_idx, n_c->_idx);
    print_depth(); tty->print("  \\ ");  tty->print_cr("is_member %d, in_bb %d", is_member, in_bb);
    print_depth(); tty->print("  \\ ");  n->dump();
    print_depth(); tty->print("  \\ ");  n_c->dump();
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_1(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print(" %d SWPointer::scaled_iv_plus_offset testing node: ", n->_idx);
    n->dump();
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_2(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: PASSED", n->_idx);
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_3(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: PASSED", n->_idx);
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_4(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: Op_AddI PASSED", n->_idx);
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(1) is scaled_iv: ", n->in(1)->_idx); n->in(1)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(2) is offset_plus_k: ", n->in(2)->_idx); n->in(2)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_5(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: Op_AddI PASSED", n->_idx);
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(2) is scaled_iv: ", n->in(2)->_idx); n->in(2)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(1) is offset_plus_k: ", n->in(1)->_idx); n->in(1)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_6(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: Op_SubI PASSED", n->_idx);
    print_depth(); tty->print("  \\  %d SWPointer::scaled_iv_plus_offset: in(1) is scaled_iv: ", n->in(1)->_idx); n->in(1)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(2) is offset_plus_k: ", n->in(2)->_idx); n->in(2)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_7(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: Op_SubI PASSED", n->_idx);
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(2) is scaled_iv: ", n->in(2)->_idx); n->in(2)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv_plus_offset: in(1) is offset_plus_k: ", n->in(1)->_idx); n->in(1)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_plus_offset_8(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv_plus_offset: FAILED", n->_idx);
  }
}

void SWPointer::Tracer::scaled_iv_1(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print(" %d SWPointer::scaled_iv: testing node: ", n->_idx); n->dump();
  }
}

void SWPointer::Tracer::scaled_iv_2(Node* n, int scale) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: FAILED since another _scale has been detected before", n->_idx);
    print_depth(); tty->print_cr("  \\ SWPointer::scaled_iv: _scale (%d) != 0", scale);
  }
}

void SWPointer::Tracer::scaled_iv_3(Node* n, int scale) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: is iv, setting _scale = %d", n->_idx, scale);
  }
}

void SWPointer::Tracer::scaled_iv_4(Node* n, int scale) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: Op_MulI PASSED, setting _scale = %d", n->_idx, scale);
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv: in(1) is iv: ", n->in(1)->_idx); n->in(1)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv: in(2) is Con: ", n->in(2)->_idx); n->in(2)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_5(Node* n, int scale) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: Op_MulI PASSED, setting _scale = %d", n->_idx, scale);
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv: in(2) is iv: ", n->in(2)->_idx); n->in(2)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv: in(1) is Con: ", n->in(1)->_idx); n->in(1)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_6(Node* n, int scale) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: Op_LShiftI PASSED, setting _scale = %d", n->_idx, scale);
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv: in(1) is iv: ", n->in(1)->_idx); n->in(1)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::scaled_iv: in(2) is Con: ", n->in(2)->_idx); n->in(2)->dump();
  }
}

void SWPointer::Tracer::scaled_iv_7(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: Op_ConvI2L PASSED", n->_idx);
    print_depth(); tty->print_cr("  \\ SWPointer::scaled_iv: in(1) %d is scaled_iv_plus_offset: ", n->in(1)->_idx);
    inc_depth(); inc_depth();
    print_depth(); n->in(1)->dump();
    dec_depth(); dec_depth();
  }
}

void SWPointer::Tracer::scaled_iv_8(Node* n, SWPointer* tmp) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print(" %d SWPointer::scaled_iv: Op_LShiftL, creating tmp SWPointer: ", n->_idx); tmp->print();
  }
}

void SWPointer::Tracer::scaled_iv_9(Node* n, int scale, int offset, Node* invar, bool negate_invar) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: Op_LShiftL PASSED, setting _scale = %d, _offset = %d", n->_idx, scale, offset);
    print_depth(); tty->print_cr("  \\ SWPointer::scaled_iv: in(1) [%d] is scaled_iv_plus_offset, in(2) [%d] used to scale: _scale = %d, _offset = %d",
    n->in(1)->_idx, n->in(2)->_idx, scale, offset);
    if (invar != NULL) {
      print_depth(); tty->print_cr("  \\ SWPointer::scaled_iv: scaled invariant: %c[%d]", (negate_invar?'-':'+'), invar->_idx);
    }
    inc_depth(); inc_depth();
    print_depth(); n->in(1)->dump();
    print_depth(); n->in(2)->dump();
    if (invar != NULL) {
      print_depth(); invar->dump();
    }
    dec_depth(); dec_depth();
  }
}

void SWPointer::Tracer::scaled_iv_10(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::scaled_iv: FAILED", n->_idx);
  }
}

void SWPointer::Tracer::offset_plus_k_1(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print(" %d SWPointer::offset_plus_k: testing node: ", n->_idx); n->dump();
  }
}

void SWPointer::Tracer::offset_plus_k_2(Node* n, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: Op_ConI PASSED, setting _offset = %d", n->_idx, _offset);
  }
}

void SWPointer::Tracer::offset_plus_k_3(Node* n, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: Op_ConL PASSED, setting _offset = %d", n->_idx, _offset);
  }
}

void SWPointer::Tracer::offset_plus_k_4(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: FAILED", n->_idx);
    print_depth(); tty->print_cr("  \\ " JLONG_FORMAT " SWPointer::offset_plus_k: Op_ConL FAILED, k is too big", n->get_long());
  }
}

void SWPointer::Tracer::offset_plus_k_5(Node* n, Node* _invar) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: FAILED since another invariant has been detected before", n->_idx);
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: _invar != NULL: ", _invar->_idx); _invar->dump();
  }
}

void SWPointer::Tracer::offset_plus_k_6(Node* n, Node* _invar, bool _negate_invar, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: Op_AddI PASSED, setting _negate_invar = %d, _invar = %d, _offset = %d",
    n->_idx, _negate_invar, _invar->_idx, _offset);
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(2) is Con: ", n->in(2)->_idx); n->in(2)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(1) is invariant: ", _invar->_idx); _invar->dump();
  }
}

void SWPointer::Tracer::offset_plus_k_7(Node* n, Node* _invar, bool _negate_invar, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: Op_AddI PASSED, setting _negate_invar = %d, _invar = %d, _offset = %d",
    n->_idx, _negate_invar, _invar->_idx, _offset);
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(1) is Con: ", n->in(1)->_idx); n->in(1)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(2) is invariant: ", _invar->_idx); _invar->dump();
  }
}

void SWPointer::Tracer::offset_plus_k_8(Node* n, Node* _invar, bool _negate_invar, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: Op_SubI is PASSED, setting _negate_invar = %d, _invar = %d, _offset = %d",
    n->_idx, _negate_invar, _invar->_idx, _offset);
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(2) is Con: ", n->in(2)->_idx); n->in(2)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(1) is invariant: ", _invar->_idx); _invar->dump();
  }
}

void SWPointer::Tracer::offset_plus_k_9(Node* n, Node* _invar, bool _negate_invar, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: Op_SubI PASSED, setting _negate_invar = %d, _invar = %d, _offset = %d", n->_idx, _negate_invar, _invar->_idx, _offset);
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(1) is Con: ", n->in(1)->_idx); n->in(1)->dump();
    print_depth(); tty->print("  \\ %d SWPointer::offset_plus_k: in(2) is invariant: ", _invar->_idx); _invar->dump();
  }
}

void SWPointer::Tracer::offset_plus_k_10(Node* n, Node* _invar, bool _negate_invar, int _offset) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: PASSED, setting _negate_invar = %d, _invar = %d, _offset = %d", n->_idx, _negate_invar, _invar->_idx, _offset);
    print_depth(); tty->print_cr("  \\ %d SWPointer::offset_plus_k: is invariant", n->_idx);
  }
}

void SWPointer::Tracer::offset_plus_k_11(Node* n) {
  if(_slp->is_trace_alignment()) {
    print_depth(); tty->print_cr(" %d SWPointer::offset_plus_k: FAILED", n->_idx);
  }
}

#endif
// ========================= OrderedPair =====================

const OrderedPair OrderedPair::initial;

// ========================= SWNodeInfo =====================

const SWNodeInfo SWNodeInfo::initial;


// ============================ DepGraph ===========================

//------------------------------make_node---------------------------
// Make a new dependence graph node for an ideal node.
DepMem* DepGraph::make_node(Node* node) {
  DepMem* m = new (_arena) DepMem(node);
  if (node != NULL) {
    assert(_map.at_grow(node->_idx) == NULL, "one init only");
    _map.at_put_grow(node->_idx, m);
  }
  return m;
}

//------------------------------make_edge---------------------------
// Make a new dependence graph edge from dpred -> dsucc
DepEdge* DepGraph::make_edge(DepMem* dpred, DepMem* dsucc) {
  DepEdge* e = new (_arena) DepEdge(dpred, dsucc, dsucc->in_head(), dpred->out_head());
  dpred->set_out_head(e);
  dsucc->set_in_head(e);
  return e;
}

// ========================== DepMem ========================

//------------------------------in_cnt---------------------------
int DepMem::in_cnt() {
  int ct = 0;
  for (DepEdge* e = _in_head; e != NULL; e = e->next_in()) ct++;
  return ct;
}

//------------------------------out_cnt---------------------------
int DepMem::out_cnt() {
  int ct = 0;
  for (DepEdge* e = _out_head; e != NULL; e = e->next_out()) ct++;
  return ct;
}

//------------------------------print-----------------------------
void DepMem::print() {
#ifndef PRODUCT
  tty->print("  DepNode %d (", _node->_idx);
  for (DepEdge* p = _in_head; p != NULL; p = p->next_in()) {
    Node* pred = p->pred()->node();
    tty->print(" %d", pred != NULL ? pred->_idx : 0);
  }
  tty->print(") [");
  for (DepEdge* s = _out_head; s != NULL; s = s->next_out()) {
    Node* succ = s->succ()->node();
    tty->print(" %d", succ != NULL ? succ->_idx : 0);
  }
  tty->print_cr(" ]");
#endif
}

// =========================== DepEdge =========================

//------------------------------DepPreds---------------------------
void DepEdge::print() {
#ifndef PRODUCT
  tty->print_cr("DepEdge: %d [ %d ]", _pred->node()->_idx, _succ->node()->_idx);
#endif
}

// =========================== DepPreds =========================
// Iterator over predecessor edges in the dependence graph.

//------------------------------DepPreds---------------------------
DepPreds::DepPreds(Node* n, DepGraph& dg) {
  _n = n;
  _done = false;
  if (_n->is_Store() || _n->is_Load()) {
    _next_idx = MemNode::Address;
    _end_idx  = n->req();
    _dep_next = dg.dep(_n)->in_head();
  } else if (_n->is_Mem()) {
    _next_idx = 0;
    _end_idx  = 0;
    _dep_next = dg.dep(_n)->in_head();
  } else {
    _next_idx = 1;
    _end_idx  = _n->req();
    _dep_next = NULL;
  }
  next();
}

//------------------------------next---------------------------
void DepPreds::next() {
  if (_dep_next != NULL) {
    _current  = _dep_next->pred()->node();
    _dep_next = _dep_next->next_in();
  } else if (_next_idx < _end_idx) {
    _current  = _n->in(_next_idx++);
  } else {
    _done = true;
  }
}

// =========================== DepSuccs =========================
// Iterator over successor edges in the dependence graph.

//------------------------------DepSuccs---------------------------
DepSuccs::DepSuccs(Node* n, DepGraph& dg) {
  _n = n;
  _done = false;
  if (_n->is_Load()) {
    _next_idx = 0;
    _end_idx  = _n->outcnt();
    _dep_next = dg.dep(_n)->out_head();
  } else if (_n->is_Mem() || (_n->is_Phi() && _n->bottom_type() == Type::MEMORY)) {
    _next_idx = 0;
    _end_idx  = 0;
    _dep_next = dg.dep(_n)->out_head();
  } else {
    _next_idx = 0;
    _end_idx  = _n->outcnt();
    _dep_next = NULL;
  }
  next();
}

//-------------------------------next---------------------------
void DepSuccs::next() {
  if (_dep_next != NULL) {
    _current  = _dep_next->succ()->node();
    _dep_next = _dep_next->next_out();
  } else if (_next_idx < _end_idx) {
    _current  = _n->raw_out(_next_idx++);
  } else {
    _done = true;
  }
}

//
// --------------------------------- vectorization/simd -----------------------------------
//
bool SuperWord::same_origin_idx(Node* a, Node* b) const {
  return a != NULL && b != NULL && _clone_map.same_idx(a->_idx, b->_idx);
}
bool SuperWord::same_generation(Node* a, Node* b) const {
  return a != NULL && b != NULL && _clone_map.same_gen(a->_idx, b->_idx);
}

Node*  SuperWord::find_phi_for_mem_dep(LoadNode* ld) {
  assert(in_bb(ld), "must be in block");
  if (_clone_map.gen(ld->_idx) == _ii_first) {
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::find_phi_for_mem_dep _clone_map.gen(ld->_idx)=%d",
        _clone_map.gen(ld->_idx));
    }
#endif
    return NULL; //we think that any ld in the first gen being vectorizable
  }

  Node* mem = ld->in(MemNode::Memory);
  if (mem->outcnt() <= 1) {
    // we don't want to remove the only edge from mem node to load
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::find_phi_for_mem_dep input node %d to load %d has no other outputs and edge mem->load cannot be removed",
        mem->_idx, ld->_idx);
      ld->dump();
      mem->dump();
    }
#endif
    return NULL;
  }
  if (!in_bb(mem) || same_generation(mem, ld)) {
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::find_phi_for_mem_dep _clone_map.gen(mem->_idx)=%d",
        _clone_map.gen(mem->_idx));
    }
#endif
    return NULL; // does not depend on loop volatile node or depends on the same generation
  }

  //otherwise first node should depend on mem-phi
  Node* first = first_node(ld);
  assert(first->is_Load(), "must be Load");
  Node* phi = first->as_Load()->in(MemNode::Memory);
  if (!phi->is_Phi() || phi->bottom_type() != Type::MEMORY) {
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::find_phi_for_mem_dep load is not vectorizable node, since it's `first` does not take input from mem phi");
      ld->dump();
      first->dump();
    }
#endif
    return NULL;
  }

  Node* tail = 0;
  for (int m = 0; m < _mem_slice_head.length(); m++) {
    if (_mem_slice_head.at(m) == phi) {
      tail = _mem_slice_tail.at(m);
    }
  }
  if (tail == 0) { //test that found phi is in the list  _mem_slice_head
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::find_phi_for_mem_dep load %d is not vectorizable node, its phi %d is not _mem_slice_head",
        ld->_idx, phi->_idx);
      ld->dump();
      phi->dump();
    }
#endif
    return NULL;
  }

  // now all conditions are met
  return phi;
}

Node* SuperWord::first_node(Node* nd) {
  for (int ii = 0; ii < _iteration_first.length(); ii++) {
    Node* nnn = _iteration_first.at(ii);
    if (same_origin_idx(nnn, nd)) {
#ifndef PRODUCT
      if (_vector_loop_debug) {
        tty->print_cr("SuperWord::first_node: %d is the first iteration node for %d (_clone_map.idx(nnn->_idx) = %d)",
          nnn->_idx, nd->_idx, _clone_map.idx(nnn->_idx));
      }
#endif
      return nnn;
    }
  }

#ifndef PRODUCT
  if (_vector_loop_debug) {
    tty->print_cr("SuperWord::first_node: did not find first iteration node for %d (_clone_map.idx(nd->_idx)=%d)",
      nd->_idx, _clone_map.idx(nd->_idx));
  }
#endif
  return 0;
}

Node* SuperWord::last_node(Node* nd) {
  for (int ii = 0; ii < _iteration_last.length(); ii++) {
    Node* nnn = _iteration_last.at(ii);
    if (same_origin_idx(nnn, nd)) {
#ifndef PRODUCT
      if (_vector_loop_debug) {
        tty->print_cr("SuperWord::last_node _clone_map.idx(nnn->_idx)=%d, _clone_map.idx(nd->_idx)=%d",
          _clone_map.idx(nnn->_idx), _clone_map.idx(nd->_idx));
      }
#endif
      return nnn;
    }
  }
  return 0;
}

int SuperWord::mark_generations() {
  Node *ii_err = NULL, *tail_err = NULL;
  for (int i = 0; i < _mem_slice_head.length(); i++) {
    Node* phi  = _mem_slice_head.at(i);
    assert(phi->is_Phi(), "must be phi");

    Node* tail = _mem_slice_tail.at(i);
    if (_ii_last == -1) {
      tail_err = tail;
      _ii_last = _clone_map.gen(tail->_idx);
    }
    else if (_ii_last != _clone_map.gen(tail->_idx)) {
#ifndef PRODUCT
      if (TraceSuperWord && Verbose) {
        tty->print_cr("SuperWord::mark_generations _ii_last error - found different generations in two tail nodes ");
        tail->dump();
        tail_err->dump();
      }
#endif
      return -1;
    }

    // find first iteration in the loop
    for (DUIterator_Fast imax, i = phi->fast_outs(imax); i < imax; i++) {
      Node* ii = phi->fast_out(i);
      if (in_bb(ii) && ii->is_Store()) { // we speculate that normally Stores of one and one only generation have deps from mem phi
        if (_ii_first == -1) {
          ii_err = ii;
          _ii_first = _clone_map.gen(ii->_idx);
        } else if (_ii_first != _clone_map.gen(ii->_idx)) {
#ifndef PRODUCT
          if (TraceSuperWord && Verbose) {
            tty->print_cr("SuperWord::mark_generations: _ii_first was found before and not equal to one in this node (%d)", _ii_first);
            ii->dump();
            if (ii_err!= 0) {
              ii_err->dump();
            }
          }
#endif
          return -1; // this phi has Stores from different generations of unroll and cannot be simd/vectorized
        }
      }
    }//for (DUIterator_Fast imax,
  }//for (int i...

  if (_ii_first == -1 || _ii_last == -1) {
    if (TraceSuperWord && Verbose) {
      tty->print_cr("SuperWord::mark_generations unknown error, something vent wrong");
    }
    return -1; // something vent wrong
  }
  // collect nodes in the first and last generations
  assert(_iteration_first.length() == 0, "_iteration_first must be empty");
  assert(_iteration_last.length() == 0, "_iteration_last must be empty");
  for (int j = 0; j < _block.length(); j++) {
    Node* n = _block.at(j);
    node_idx_t gen = _clone_map.gen(n->_idx);
    if ((signed)gen == _ii_first) {
      _iteration_first.push(n);
    } else if ((signed)gen == _ii_last) {
      _iteration_last.push(n);
    }
  }

  // building order of iterations
  if (_ii_order.length() == 0 && ii_err != 0) {
    assert(in_bb(ii_err) && ii_err->is_Store(), "should be Store in bb");
    Node* nd = ii_err;
    while(_clone_map.gen(nd->_idx) != _ii_last) {
      _ii_order.push(_clone_map.gen(nd->_idx));
      bool found = false;
      for (DUIterator_Fast imax, i = nd->fast_outs(imax); i < imax; i++) {
        Node* use = nd->fast_out(i);
        if (same_origin_idx(use, nd) && use->as_Store()->in(MemNode::Memory) == nd) {
          found = true;
          nd = use;
          break;
        }
      }//for

      if (found == false) {
        if (TraceSuperWord && Verbose) {
          tty->print_cr("SuperWord::mark_generations: Cannot build order of iterations - no dependent Store for %d", nd->_idx);
        }
        _ii_order.clear();
        return -1;
      }
    } //while
    _ii_order.push(_clone_map.gen(nd->_idx));
  }

#ifndef PRODUCT
  if (_vector_loop_debug) {
    tty->print_cr("SuperWord::mark_generations");
    tty->print_cr("First generation (%d) nodes:", _ii_first);
    for (int ii = 0; ii < _iteration_first.length(); ii++)  _iteration_first.at(ii)->dump();
    tty->print_cr("Last generation (%d) nodes:", _ii_last);
    for (int ii = 0; ii < _iteration_last.length(); ii++)  _iteration_last.at(ii)->dump();
    tty->print_cr(" ");

    tty->print("SuperWord::List of generations: ");
    for (int jj = 0; jj < _ii_order.length(); ++jj) {
      tty->print("%d:%d ", jj, _ii_order.at(jj));
    }
    tty->print_cr(" ");
  }
#endif

  return _ii_first;
}

bool SuperWord::fix_commutative_inputs(Node* gold, Node* fix) {
  assert(gold->is_Add() && fix->is_Add() || gold->is_Mul() && fix->is_Mul(), "should be only Add or Mul nodes");
  assert(same_origin_idx(gold, fix), "should be clones of the same node");
  Node* gin1 = gold->in(1);
  Node* gin2 = gold->in(2);
  Node* fin1 = fix->in(1);
  Node* fin2 = fix->in(2);
  bool swapped = false;

  if (in_bb(gin1) && in_bb(gin2) && in_bb(fin1) && in_bb(fin2)) {
    if (same_origin_idx(gin1, fin1) &&
        same_origin_idx(gin2, fin2)) {
      return true; // nothing to fix
    }
    if (same_origin_idx(gin1, fin2) &&
        same_origin_idx(gin2, fin1)) {
      fix->swap_edges(1, 2);
      swapped = true;
    }
  }
  // at least one input comes from outside of bb
  if (gin1->_idx == fin1->_idx)  {
    return true; // nothing to fix
  }
  if (!swapped && (gin1->_idx == fin2->_idx || gin2->_idx == fin1->_idx))  { //swapping is expensive, check condition first
    fix->swap_edges(1, 2);
    swapped = true;
  }

  if (swapped) {
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::fix_commutative_inputs: fixed node %d", fix->_idx);
    }
#endif
    return true;
  }

  if (TraceSuperWord && Verbose) {
    tty->print_cr("SuperWord::fix_commutative_inputs: cannot fix node %d", fix->_idx);
  }

  return false;
}

bool SuperWord::pack_parallel() {
#ifndef PRODUCT
  if (_vector_loop_debug) {
    tty->print_cr("SuperWord::pack_parallel: START");
  }
#endif

  _packset.clear();

  if (_ii_order.is_empty()) {
#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::pack_parallel: EMPTY");
    }
#endif
    return false;
  }

  for (int ii = 0; ii < _iteration_first.length(); ii++) {
    Node* nd = _iteration_first.at(ii);
    if (in_bb(nd) && (nd->is_Load() || nd->is_Store() || nd->is_Add() || nd->is_Mul())) {
      Node_List* pk = new Node_List();
      pk->push(nd);
      for (int gen = 1; gen < _ii_order.length(); ++gen) {
        for (int kk = 0; kk < _block.length(); kk++) {
          Node* clone = _block.at(kk);
          if (same_origin_idx(clone, nd) &&
              _clone_map.gen(clone->_idx) == _ii_order.at(gen)) {
            if (nd->is_Add() || nd->is_Mul()) {
              fix_commutative_inputs(nd, clone);
            }
            pk->push(clone);
            if (pk->size() == 4) {
              _packset.append(pk);
#ifndef PRODUCT
              if (_vector_loop_debug) {
                tty->print_cr("SuperWord::pack_parallel: added pack ");
                pk->dump();
              }
#endif
              if (_clone_map.gen(clone->_idx) != _ii_last) {
                pk = new Node_List();
              }
            }
            break;
          }
        }
      }//for
    }//if
  }//for

#ifndef PRODUCT
  if (_vector_loop_debug) {
    tty->print_cr("SuperWord::pack_parallel: END");
  }
#endif

  return true;
}

bool SuperWord::hoist_loads_in_graph() {
  GrowableArray<Node*> loads;

#ifndef PRODUCT
  if (_vector_loop_debug) {
    tty->print_cr("SuperWord::hoist_loads_in_graph: total number _mem_slice_head.length() = %d", _mem_slice_head.length());
  }
#endif

  for (int i = 0; i < _mem_slice_head.length(); i++) {
    Node* n = _mem_slice_head.at(i);
    if ( !in_bb(n) || !n->is_Phi() || n->bottom_type() != Type::MEMORY) {
      if (TraceSuperWord && Verbose) {
        tty->print_cr("SuperWord::hoist_loads_in_graph: skipping unexpected node n=%d", n->_idx);
      }
      continue;
    }

#ifndef PRODUCT
    if (_vector_loop_debug) {
      tty->print_cr("SuperWord::hoist_loads_in_graph: processing phi %d  = _mem_slice_head.at(%d);", n->_idx, i);
    }
#endif

    for (DUIterator_Fast imax, i = n->fast_outs(imax); i < imax; i++) {
      Node* ld = n->fast_out(i);
      if (ld->is_Load() && ld->as_Load()->in(MemNode::Memory) == n && in_bb(ld)) {
        for (int i = 0; i < _block.length(); i++) {
          Node* ld2 = _block.at(i);
          if (ld2->is_Load() && same_origin_idx(ld, ld2) &&
              !same_generation(ld, ld2)) { // <= do not collect the first generation ld
#ifndef PRODUCT
            if (_vector_loop_debug) {
              tty->print_cr("SuperWord::hoist_loads_in_graph: will try to hoist load ld2->_idx=%d, cloned from %d (ld->_idx=%d)",
                ld2->_idx, _clone_map.idx(ld->_idx), ld->_idx);
            }
#endif
            // could not do on-the-fly, since iterator is immutable
            loads.push(ld2);
          }
        }// for
      }//if
    }//for (DUIterator_Fast imax,
  }//for (int i = 0; i

  for (int i = 0; i < loads.length(); i++) {
    LoadNode* ld = loads.at(i)->as_Load();
    Node* phi = find_phi_for_mem_dep(ld);
    if (phi != NULL) {
#ifndef PRODUCT
      if (_vector_loop_debug) {
        tty->print_cr("SuperWord::hoist_loads_in_graph replacing MemNode::Memory(%d) edge in %d with one from %d",
          MemNode::Memory, ld->_idx, phi->_idx);
      }
#endif
      _igvn.replace_input_of(ld, MemNode::Memory, phi);
    }
  }//for

  restart(); // invalidate all basic structures, since we rebuilt the graph

  if (TraceSuperWord && Verbose) {
    tty->print_cr("\nSuperWord::hoist_loads_in_graph() the graph was rebuilt, all structures invalidated and need rebuild");
  }

  return true;
}