diff --git a/compiler/optimizing/load_store_analysis.h b/compiler/optimizing/load_store_analysis.h
index 882fe28..5d2d841 100644
--- a/compiler/optimizing/load_store_analysis.h
+++ b/compiler/optimizing/load_store_analysis.h
@@ -17,29 +17,61 @@
 #ifndef ART_COMPILER_OPTIMIZING_LOAD_STORE_ANALYSIS_H_
 #define ART_COMPILER_OPTIMIZING_LOAD_STORE_ANALYSIS_H_
 
+#include "base/arena_allocator.h"
+#include "base/arena_bit_vector.h"
 #include "base/bit_vector-inl.h"
+#include "base/scoped_arena_allocator.h"
 #include "base/scoped_arena_containers.h"
+#include "base/stl_util.h"
 #include "escape.h"
+#include "execution_subgraph.h"
 #include "nodes.h"
-#include "optimization.h"
+#include "optimizing/optimizing_compiler_stats.h"
 
 namespace art {
 
 // A ReferenceInfo contains additional info about a reference such as
 // whether it's a singleton, returned, etc.
-class ReferenceInfo : public ArenaObject<kArenaAllocLSA> {
+class ReferenceInfo : public DeletableArenaObject<kArenaAllocLSA> {
  public:
-  ReferenceInfo(HInstruction* reference, size_t pos)
+  ReferenceInfo(HInstruction* reference,
+                ScopedArenaAllocator* allocator,
+                size_t pos,
+                bool for_partial_elimination)
       : reference_(reference),
         position_(pos),
         is_singleton_(true),
         is_singleton_and_not_returned_(true),
-        is_singleton_and_not_deopt_visible_(true) {
+        is_singleton_and_not_deopt_visible_(true),
+        allocator_(allocator),
+        subgraph_(reference->GetBlock()->GetGraph(), for_partial_elimination, allocator_) {
+    // TODO We can do this in one pass.
+    // TODO NewArray is possible but will need to get a handle on how to deal with the dynamic loads
+    // for now just ignore it.
+    bool can_be_partial =
+        for_partial_elimination && (/* reference_->IsNewArray() || */ reference_->IsNewInstance());
+    LambdaEscapeVisitor func([&](HInstruction* inst) { return HandleEscape(inst); });
+    if (can_be_partial) {
+      VisitEscapes(reference_, func);
+    }
     CalculateEscape(reference_,
                     nullptr,
                     &is_singleton_,
                     &is_singleton_and_not_returned_,
                     &is_singleton_and_not_deopt_visible_);
+    if (can_be_partial) {
+      // This is to mark writes to partially escaped values as also part of the escaped subset.
+      // TODO We can avoid this if we have a 'ConditionalWrite' instruction. Will require testing
+      //      to see if the additional branches are worth it.
+      PrunePartialEscapeWrites();
+      subgraph_.Finalize();
+    } else {
+      subgraph_.Invalidate();
+    }
+  }
+
+  const ExecutionSubgraph* GetNoEscapeSubgraph() const {
+    return &subgraph_;
   }
 
   HInstruction* GetReference() const {
@@ -57,6 +89,14 @@
     return is_singleton_;
   }
 
+  // This is a singleton and there are paths that don't escape the method
+  bool IsPartialSingleton() const {
+    auto ref = GetReference();
+    // TODO NewArray is possible but will need to get a handle on how to deal with the dynamic loads
+    // for now just ignore it.
+    return (/* ref->IsNewArray() || */ ref->IsNewInstance()) && GetNoEscapeSubgraph()->IsValid();
+  }
+
   // Returns true if reference_ is a singleton and not returned to the caller or
   // used as an environment local of an HDeoptimize instruction.
   // The allocation and stores into reference_ may be eliminated for such cases.
@@ -72,6 +112,15 @@
   }
 
  private:
+  bool HandleEscape(HInstruction* escape) {
+    subgraph_.RemoveBlock(escape->GetBlock());
+    return true;
+  }
+
+  // Make sure we mark any writes/potential writes to heap-locations within partially
+  // escaped values as escaping.
+  void PrunePartialEscapeWrites();
+
   HInstruction* const reference_;
   const size_t position_;  // position in HeapLocationCollector's ref_info_array_.
 
@@ -82,6 +131,10 @@
   // Is singleton and not used as an environment local of HDeoptimize.
   bool is_singleton_and_not_deopt_visible_;
 
+  ScopedArenaAllocator* allocator_;
+
+  ExecutionSubgraph subgraph_;
+
   DISALLOW_COPY_AND_ASSIGN(ReferenceInfo);
 };
 
@@ -174,23 +227,28 @@
   // aliasing matrix of 8 heap locations.
   static constexpr uint32_t kInitialAliasingMatrixBitVectorSize = 32;
 
-  explicit HeapLocationCollector(HGraph* graph, ScopedArenaAllocator* allocator)
+  HeapLocationCollector(HGraph* graph,
+                        ScopedArenaAllocator* allocator,
+                        bool for_partial_elimination)
       : HGraphVisitor(graph),
         allocator_(allocator),
         ref_info_array_(allocator->Adapter(kArenaAllocLSA)),
         heap_locations_(allocator->Adapter(kArenaAllocLSA)),
-        aliasing_matrix_(allocator,
-                         kInitialAliasingMatrixBitVectorSize,
-                         true,
-                         kArenaAllocLSA),
+        aliasing_matrix_(allocator, kInitialAliasingMatrixBitVectorSize, true, kArenaAllocLSA),
         has_heap_stores_(false),
         has_volatile_(false),
-        has_monitor_operations_(false) {
+        has_monitor_operations_(false),
+        for_partial_elimination_(for_partial_elimination) {
     aliasing_matrix_.ClearAllBits();
   }
 
+  ~HeapLocationCollector() {
+    CleanUp();
+  }
+
   void CleanUp() {
     heap_locations_.clear();
+    STLDeleteContainerPointers(ref_info_array_.begin(), ref_info_array_.end());
     ref_info_array_.clear();
   }
 
@@ -303,6 +361,11 @@
     return kHeapLocationNotFound;
   }
 
+  bool InstructionEligibleForLSERemoval(HInstruction* inst) const;
+
+  // Get some estimated statistics based on our analysis.
+  void DumpReferenceStats(OptimizingCompilerStats* stats);
+
   // Returns true if heap_locations_[index1] and heap_locations_[index2] may alias.
   bool MayAlias(size_t index1, size_t index2) const {
     if (index1 < index2) {
@@ -417,7 +480,8 @@
     ReferenceInfo* ref_info = FindReferenceInfoOf(instruction);
     if (ref_info == nullptr) {
       size_t pos = ref_info_array_.size();
-      ref_info = new (allocator_) ReferenceInfo(instruction, pos);
+      ref_info =
+          new (allocator_) ReferenceInfo(instruction, allocator_, pos, for_partial_elimination_);
       ref_info_array_.push_back(ref_info);
     }
     return ref_info;
@@ -554,15 +618,25 @@
                             // alias analysis and won't be as effective.
   bool has_volatile_;       // If there are volatile field accesses.
   bool has_monitor_operations_;    // If there are monitor operations.
+  bool for_partial_elimination_;
 
   DISALLOW_COPY_AND_ASSIGN(HeapLocationCollector);
 };
 
 class LoadStoreAnalysis {
  public:
-  explicit LoadStoreAnalysis(HGraph* graph, ScopedArenaAllocator* local_allocator)
-    : graph_(graph),
-      heap_location_collector_(graph, local_allocator) {}
+  // for_elimination controls whether we should keep track of escapes at a per-block level for
+  // partial LSE.
+  explicit LoadStoreAnalysis(HGraph* graph,
+                             OptimizingCompilerStats* stats,
+                             ScopedArenaAllocator* local_allocator,
+                             bool for_elimination = true)
+      : graph_(graph),
+        stats_(stats),
+        heap_location_collector_(
+            graph,
+            local_allocator,
+            /*for_partial_elimination=*/for_elimination && ExecutionSubgraph::CanAnalyse(graph_)) {}
 
   const HeapLocationCollector& GetHeapLocationCollector() const {
     return heap_location_collector_;
@@ -572,6 +646,7 @@
 
  private:
   HGraph* graph_;
+  OptimizingCompilerStats* stats_;
   HeapLocationCollector heap_location_collector_;
 
   DISALLOW_COPY_AND_ASSIGN(LoadStoreAnalysis);