diff --git a/inference-engine/src/vpu/graph_transformer/include/vpu/middleend/allocator/allocator.hpp b/inference-engine/src/vpu/graph_transformer/include/vpu/middleend/allocator/allocator.hpp
index 359ea80e248..0b4afd90ee6 100644
--- a/inference-engine/src/vpu/graph_transformer/include/vpu/middleend/allocator/allocator.hpp
+++ b/inference-engine/src/vpu/graph_transformer/include/vpu/middleend/allocator/allocator.hpp
@@ -126,6 +126,8 @@ private:
 
     DataMap<allocator::MemChunk*> _memChunksPerData;
 
+    std::map<std::pair<DimVector, DimValues>, int> _staticShapeOffsets;
+
     int _blobMemOffset = 0;
     int _inputMemOffset = 0;
     int _outputMemOffset = 0;
diff --git a/inference-engine/src/vpu/graph_transformer/include/vpu/model/data_desc.hpp b/inference-engine/src/vpu/graph_transformer/include/vpu/model/data_desc.hpp
index f200a16d73e..f713faecb0c 100644
--- a/inference-engine/src/vpu/graph_transformer/include/vpu/model/data_desc.hpp
+++ b/inference-engine/src/vpu/graph_transformer/include/vpu/model/data_desc.hpp
@@ -338,8 +338,8 @@ public:
             if (_flags[ind] != other._flags[ind]) {
                 return !_flags[ind];
             }
-            if (_flags[ind] && _values[ind].second < other._values[ind].second) {
-                return true;
+            if (_flags[ind] && _values[ind].second != other._values[ind].second) {
+                return _values[ind].second < other._values[ind].second;
             }
         }
         return false;
diff --git a/inference-engine/src/vpu/graph_transformer/src/middleend/allocator/allocator.cpp b/inference-engine/src/vpu/graph_transformer/src/middleend/allocator/allocator.cpp
index 4ac2a762c8a..12f86885665 100644
--- a/inference-engine/src/vpu/graph_transformer/src/middleend/allocator/allocator.cpp
+++ b/inference-engine/src/vpu/graph_transformer/src/middleend/allocator/allocator.cpp
@@ -316,8 +316,18 @@ ShapeLocation Allocator::allocateShape(const Data& data) {
     } else {
         // Static allocation
         shapeLocation.dimsLocation = Location::Blob;
-        shapeLocation.dimsOffset = _blobMemOffset;
-        _blobMemOffset += dimsByteSize;
+
+        // Prevent allocation of same shapes multiple times
+        auto dimOrder = data->desc().dimsOrder().toPermutation();
+        auto dimValues = data->desc().dims();
+        auto itr = _staticShapeOffsets.find({dimOrder, dimValues});
+        if (itr != _staticShapeOffsets.end()) {
+            shapeLocation.dimsOffset = itr->second;
+        } else {
+            shapeLocation.dimsOffset = _blobMemOffset;
+            _blobMemOffset += dimsByteSize;
+            _staticShapeOffsets.insert({{dimOrder, dimValues}, shapeLocation.dimsOffset});
+        }
     }