diff --git a/mlir/include/mlir/Dialect/SPIRV/IR/SPIRVOCLOps.td b/mlir/include/mlir/Dialect/SPIRV/IR/SPIRVOCLOps.td
--- a/mlir/include/mlir/Dialect/SPIRV/IR/SPIRVOCLOps.td
+++ b/mlir/include/mlir/Dialect/SPIRV/IR/SPIRVOCLOps.td
@@ -86,8 +86,10 @@
 
 // -----
 
-def SPV_OCLTanhOp : SPV_OCLUnaryArithmeticOp<"tanh", 63, SPV_Float> {
-  let summary = "Compute hyperbolic tangent of x radians.";
+def SPV_OCLErfOp : SPV_OCLUnaryArithmeticOp<"erf", 18, SPV_Float> {
+  let summary = [{
+    Error function of x encountered in integrating the normal distribution.
+  }];
 
   let description = [{
     Result Type and x must be floating-point or vector(2,3,4,8,16) of
@@ -101,15 +103,15 @@
     ```
     float-scalar-vector-type ::= float-type |
                                  `vector<` integer-literal `x` float-type `>`
-    tanh-op ::= ssa-id `=` `spv.OCL.tanh` ssa-use `:`
+    erf-op ::= ssa-id `=` `spv.OCL.erf` ssa-use `:`
                float-scalar-vector-type
     ```mlir
 
     #### Example:
 
     ```
-    %2 = spv.OCL.tanh %0 : f32
-    %3 = spv.OCL.tanh %1 : vector<3xf16>
+    %2 = spv.OCL.erf %0 : f32
+    %3 = spv.OCL.erf %1 : vector<3xf16>
     ```
   }];
 }
@@ -423,6 +425,36 @@
 
 // -----
 
+def SPV_OCLTanhOp : SPV_OCLUnaryArithmeticOp<"tanh", 63, SPV_Float> {
+  let summary = "Compute hyperbolic tangent of x radians.";
+
+  let description = [{
+    Result Type and x must be floating-point or vector(2,3,4,8,16) of
+    floating-point values.
+
+    All of the operands, including the Result Type operand, must be of the
+    same type.
+
+    <!-- End of AutoGen section -->
+
+    ```
+    float-scalar-vector-type ::= float-type |
+                                 `vector<` integer-literal `x` float-type `>`
+    tanh-op ::= ssa-id `=` `spv.OCL.tanh` ssa-use `:`
+               float-scalar-vector-type
+    ```mlir
+
+    #### Example:
+
+    ```
+    %2 = spv.OCL.tanh %0 : f32
+    %3 = spv.OCL.tanh %1 : vector<3xf16>
+    ```
+  }];
+}
+
+// -----
+
 def SPV_OCLSAbsOp : SPV_OCLUnaryArithmeticOp<"s_abs", 141, SPV_Integer> {
   let summary = "Absolute value of operand";
 
diff --git a/mlir/lib/Conversion/MathToSPIRV/MathToSPIRV.cpp b/mlir/lib/Conversion/MathToSPIRV/MathToSPIRV.cpp
--- a/mlir/lib/Conversion/MathToSPIRV/MathToSPIRV.cpp
+++ b/mlir/lib/Conversion/MathToSPIRV/MathToSPIRV.cpp
@@ -84,6 +84,7 @@
                spirv::UnaryAndBinaryOpPattern<math::AbsOp, spirv::OCLFAbsOp>,
                spirv::UnaryAndBinaryOpPattern<math::CeilOp, spirv::OCLCeilOp>,
                spirv::UnaryAndBinaryOpPattern<math::CosOp, spirv::OCLCosOp>,
+               spirv::UnaryAndBinaryOpPattern<math::ErfOp, spirv::OCLErfOp>,
                spirv::UnaryAndBinaryOpPattern<math::ExpOp, spirv::OCLExpOp>,
                spirv::UnaryAndBinaryOpPattern<math::FloorOp, spirv::OCLFloorOp>,
                spirv::UnaryAndBinaryOpPattern<math::LogOp, spirv::OCLLogOp>,
diff --git a/mlir/test/Conversion/MathToSPIRV/math-to-opencl-spirv.mlir b/mlir/test/Conversion/MathToSPIRV/math-to-opencl-spirv.mlir
--- a/mlir/test/Conversion/MathToSPIRV/math-to-opencl-spirv.mlir
+++ b/mlir/test/Conversion/MathToSPIRV/math-to-opencl-spirv.mlir
@@ -28,6 +28,8 @@
   %9 = math.ceil %arg0 : f32
   // CHECK: spv.OCL.floor %{{.*}}: f32
   %10 = math.floor %arg0 : f32
+  // CHECK: spv.OCL.erf %{{.*}}: f32
+  %11 = math.erf %arg0 : f32
   return
 }
 
diff --git a/mlir/test/Target/SPIRV/ocl-ops.mlir b/mlir/test/Target/SPIRV/ocl-ops.mlir
--- a/mlir/test/Target/SPIRV/ocl-ops.mlir
+++ b/mlir/test/Target/SPIRV/ocl-ops.mlir
@@ -22,6 +22,8 @@
     %8 = spv.OCL.pow %arg0, %arg0 : f32
     // CHECK: {{%.*}} = spv.OCL.rsqrt {{%.*}} : f32
     %9 = spv.OCL.rsqrt %arg0 : f32
+    // CHECK: {{%.*}} = spv.OCL.erf {{%.*}} : f32
+    %10 = spv.OCL.erf %arg0 : f32
     spv.Return
   }