diff --git a/mlir/include/mlir/Dialect/Tosa/IR/TosaOps.td b/mlir/include/mlir/Dialect/Tosa/IR/TosaOps.td
--- a/mlir/include/mlir/Dialect/Tosa/IR/TosaOps.td
+++ b/mlir/include/mlir/Dialect/Tosa/IR/TosaOps.td
@@ -1139,10 +1139,8 @@
 //===----------------------------------------------------------------------===//
 // Operator: equal
 //===----------------------------------------------------------------------===//
-def Tosa_EqualOp : Tosa_Op<"equal", [
-    DeclareOpInterfaceMethods<InferShapedTypeOpInterface,
-                              ["inferReturnTypeComponents"]>,
-    ResultsBroadcastableShape, Commutative, NoSideEffect]> {
+def Tosa_EqualOp : Tosa_Op<"equal", [InferTensorType, ResultsBroadcastableShape,
+    Commutative, NoSideEffect]> {
   let summary = "Returns the truth value of (x == y) element-wise.";
 
   let description = [{
diff --git a/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp b/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
--- a/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
+++ b/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
@@ -937,7 +937,19 @@
 NARY_SHAPE_INFER(tosa::ClampOp)
 NARY_SHAPE_INFER(tosa::ClzOp)
 NARY_SHAPE_INFER(tosa::DivOp)
-NARY_SHAPE_INFER(tosa::EqualOp)
+LogicalResult tosa::EqualOp::inferReturnTypeComponents(
+    MLIRContext *context, ::llvm::Optional<Location> location,
+    ValueShapeRange operands, DictionaryAttr attributes, RegionRange regions,
+    SmallVectorImpl<ShapedTypeComponents> &inferredReturnShapes) {
+  ShapedTypeComponents& components =
+      inferredReturnShapes.emplace_back(IntegerType::get(context, /*width=*/1));
+  auto argTy = operands.front().getType().cast<TensorType>();
+  if (argTy.hasRank()) {
+    components =
+        ShapedTypeComponents(argTy.getShape(), components.getElementType());
+  }
+  return success();
+}
 NARY_SHAPE_INFER(tosa::ExpOp)
 NARY_SHAPE_INFER(tosa::FloorOp)
 NARY_SHAPE_INFER(tosa::GreaterEqualOp)