diff --git a/mlir/lib/Dialect/Affine/Transforms/AffineLoopInvariantCodeMotion.cpp b/mlir/lib/Dialect/Affine/Transforms/AffineLoopInvariantCodeMotion.cpp
--- a/mlir/lib/Dialect/Affine/Transforms/AffineLoopInvariantCodeMotion.cpp
+++ b/mlir/lib/Dialect/Affine/Transforms/AffineLoopInvariantCodeMotion.cpp
@@ -63,7 +63,7 @@
 
 static bool isMemRefDereferencingOp(Operation &op) {
   // TODO: Support DMA Ops.
-  return isa<AffineLoadOp, AffineStoreOp>(op);
+  return isa<AffineReadOpInterface, AffineWriteOpInterface>(op);
 }
 
 // Returns true if the individual op is loop invariant.
@@ -85,9 +85,9 @@
     return false;
   } else if (!isa<ConstantOp>(op)) {
     if (isMemRefDereferencingOp(op)) {
-      Value memref = isa<AffineLoadOp>(op)
-                         ? cast<AffineLoadOp>(op).getMemRef()
-                         : cast<AffineStoreOp>(op).getMemRef();
+      Value memref = isa<AffineReadOpInterface>(op)
+                         ? cast<AffineReadOpInterface>(op).getMemRef()
+                         : cast<AffineWriteOpInterface>(op).getMemRef();
       for (auto *user : memref.getUsers()) {
         // If this memref has a user that is a DMA, give up because these
         // operations write to this memref.
@@ -97,8 +97,9 @@
         // If the memref used by the load/store is used in a store elsewhere in
         // the loop nest, we do not hoist. Similarly, if the memref used in a
         // load is also being stored too, we do not hoist the load.
-        if (isa<AffineStoreOp>(user) ||
-            (isa<AffineLoadOp>(user) && isa<AffineStoreOp>(op))) {
+        if (isa<AffineWriteOpInterface>(user) ||
+            (isa<AffineReadOpInterface>(user) &&
+             isa<AffineWriteOpInterface>(op))) {
           if (&op != user) {
             SmallVector<AffineForOp, 8> userIVs;
             getLoopIVs(*user, &userIVs);
diff --git a/mlir/test/Dialect/Affine/affine-loop-invariant-code-motion.mlir b/mlir/test/Dialect/Affine/affine-loop-invariant-code-motion.mlir
--- a/mlir/test/Dialect/Affine/affine-loop-invariant-code-motion.mlir
+++ b/mlir/test/Dialect/Affine/affine-loop-invariant-code-motion.mlir
@@ -505,3 +505,51 @@
 
   return
 }
+
+// -----
+
+// CHECK-LABEL: func @vector_loop_nothing_invariant
+func @vector_loop_nothing_invariant() {
+  %m1 = alloc() : memref<40xf32>
+  %m2 = alloc() : memref<40xf32>
+  affine.for %arg0 = 0 to 10 {
+    %v0 = affine.vector_load %m1[%arg0*4] : memref<40xf32>, vector<4xf32>
+    %v1 = affine.vector_load %m2[%arg0*4] : memref<40xf32>, vector<4xf32>
+    %v2 = addf %v0, %v1 : vector<4xf32>
+    affine.vector_store %v2, %m1[%arg0*4] : memref<40xf32>, vector<4xf32>
+  }
+  return
+}
+
+// CHECK:       affine.for
+// CHECK-NEXT:    affine.vector_load
+// CHECK-NEXT:    affine.vector_load
+// CHECK-NEXT:    addf
+// CHECK-NEXT:    affine.vector_store
+// CHECK-NEXT:  }
+
+// -----
+
+// CHECK-LABEL: func @vector_loop_all_invariant
+func @vector_loop_all_invariant() {
+  %m1 = alloc() : memref<4xf32>
+  %m2 = alloc() : memref<4xf32>
+  %m3 = alloc() : memref<4xf32>
+  affine.for %arg0 = 0 to 10 {
+    %v0 = affine.vector_load %m1[0] : memref<4xf32>, vector<4xf32>
+    %v1 = affine.vector_load %m2[0] : memref<4xf32>, vector<4xf32>
+    %v2 = addf %v0, %v1 : vector<4xf32>
+    affine.vector_store %v2, %m3[0] : memref<4xf32>, vector<4xf32>
+  }
+  return
+}
+
+// CHECK:       alloc()
+// CHECK-NEXT:  alloc()
+// CHECK-NEXT:  alloc()
+// CHECK-NEXT:  affine.vector_load
+// CHECK-NEXT:  affine.vector_load
+// CHECK-NEXT:  addf
+// CHECK-NEXT:  affine.vector_store
+// CHECK-NEXT:  affine.for
+// CHECK-NEXT:  }