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diff --git a/compiler/moco/pass/src/Passes/ResolveSquaredDifference.cpp b/compiler/moco/pass/src/Passes/ResolveSquaredDifference.cpp
new file mode 100644
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+++ b/compiler/moco/pass/src/Passes/ResolveSquaredDifference.cpp
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+/*
+ * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "moco/Pass/Passes/ResolveSquaredDifference.h"
+
+#include <moco/IR/TFDialect.h>
+#include <moco/IR/TFNodes.h>
+#include <moco/IR/TFNodeVisitor.h>
+#include <moco/IR/TFNodeImpl.h>
+
+#include <loco/IR/NodeShape.h>
+#include <loco/Service/ShapeInference.h>
+
+#include <stdex/Memory.h>
+
+namespace
+{
+
+bool decompose_sqdiff(moco::TFSquaredDifference *node)
+{
+  /**
+   * @note This will decompose TFSquaredDifference node into TFSub and TFMul
+   *
+   *       Before
+   *                 A --- TFSquaredDifference -- C
+   *                 B --/
+   *       After
+   *                 A --- TFSquaredDifference --
+   *                 B --/
+   *                 A --- TFSub == TFMul -- C
+   *                 B --/
+   *       Where
+   *                 A : x of TFSquaredDifference
+   *                 B : y of TFSquaredDifference
+   *                 C : a node that uses TFSquaredDifference as an input
+   *                 TFSquaredDifference is disconnected from C
+   *                 A and B are drawn multiple times to simplify the diagram
+   */
+
+  auto node_A = node->x();
+  auto node_B = node->y();
+
+  auto sub_node = node->graph()->nodes()->create<moco::TFSub>();
+  auto mul_node = node->graph()->nodes()->create<moco::TFMul>();
+
+  // update connections
+  sub_node->x(node_A);
+  sub_node->y(node_B);
+  mul_node->x(sub_node);
+  mul_node->y(sub_node);
+
+  // replace node
+  replace(node).with(mul_node);
+
+  return true;
+}
+
+} // namespace
+
+namespace moco
+{
+
+bool ResolveSquaredDifference::run(loco::Graph *graph)
+{
+  auto active_nodes = loco::active_nodes(loco::output_nodes(graph));
+  bool changed = false;
+
+  for (auto node : active_nodes)
+  {
+    if (node->dialect() == TFDialect::get())
+    {
+      auto tf_node = dynamic_cast<moco::TFSquaredDifference *>(node);
+      if (tf_node != nullptr)
+      {
+        if (decompose_sqdiff(tf_node))
+          changed = true;
+      }
+    }
+  }
+
+  return changed;
+}
+
+} // namespace moco