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Author: Mohamed-Ashraf273

src/common/transformations/src/transformations/common_optimizations/moc_transformations.cpp

@@ -164,8 +164,14 @@ bool ov::pass::MOCTransformations::run_on_model(const std::shared_ptr<ov::Model>
     REGISTER_PASS(manager, PushConstantToSubgraph)
     REGISTER_PASS(manager, ConstantFolding)
     REGISTER_PASS(manager, Validate)
-    // the order is important
-    REGISTER_PASS(manager, EinsumDecomposition, true)
+
+    // EinsumDecomposition should be called after ConstantFolding
+    // for better performance and memory usage.
+    // ConstantFolding creates constant inputs to Einsum operations,
+    // which EinsumDecomposition can then decompose more efficiently with
+    // reduced memory consumption.
+    // REGISTER_PASS(manager, EinsumDecomposition, true)
+
     // FusedFilteringBoxesBySize transformation has the complex pattern
     // which can be affected by further transformations. So we have to
     // execute it at the beginning of the pipeline. Also, this pass resolves