diff --git a/clang/lib/Sema/SemaOpenMP.cpp b/clang/lib/Sema/SemaOpenMP.cpp
index 932017d638f5ac..13c0a485ac3846 100644
--- a/clang/lib/Sema/SemaOpenMP.cpp
+++ b/clang/lib/Sema/SemaOpenMP.cpp
@@ -3339,12 +3339,15 @@ class DSAAttrChecker final : public StmtVisitor<DSAAttrChecker, void> {
 
   void VisitSubCaptures(OMPExecutableDirective *S) {
     // Check implicitly captured variables.
-    if (!S->hasAssociatedStmt() || !S->getAssociatedStmt() ||
-        S->getDirectiveKind() == OMPD_atomic ||
+    if (!S->hasAssociatedStmt() || !S->getAssociatedStmt())
+      return;
+    if (S->getDirectiveKind() == OMPD_atomic ||
         S->getDirectiveKind() == OMPD_critical ||
         S->getDirectiveKind() == OMPD_section ||
-        S->getDirectiveKind() == OMPD_master)
+        S->getDirectiveKind() == OMPD_master) {
+      Visit(S->getAssociatedStmt());
       return;
+    }
     visitSubCaptures(S->getInnermostCapturedStmt());
     // Try to capture inner this->member references to generate correct mappings
     // and diagnostics.
diff --git a/clang/test/OpenMP/taskloop_with_atomic_codegen.cpp b/clang/test/OpenMP/taskloop_with_atomic_codegen.cpp
new file mode 100644
index 00000000000000..16c09b68d0cf82
--- /dev/null
+++ b/clang/test/OpenMP/taskloop_with_atomic_codegen.cpp
@@ -0,0 +1,32 @@
+// RUN: %clang_cc1 -verify -triple x86_64-apple-darwin10 -fopenmp -fopenmp-version=50 -x c++ -emit-llvm %s -o - | FileCheck %s
+// RUN: %clang_cc1 -fopenmp -fopenmp-version=50 -x c++ -triple x86_64-apple-darwin10 -emit-pch -o %t %s
+// RUN: %clang_cc1 -fopenmp -fopenmp-version=50 -x c++ -triple x86_64-apple-darwin10 -include-pch %t -verify %s -emit-llvm -o - | FileCheck %s
+
+// RUN: %clang_cc1 -verify -triple x86_64-apple-darwin10 -fopenmp-simd -fopenmp-version=50 -x c++ -emit-llvm %s -o - | FileCheck --check-prefix SIMD-ONLY0 %s
+// RUN: %clang_cc1 -fopenmp-simd -fopenmp-version=50 -x c++ -triple x86_64-apple-darwin10 -emit-pch -o %t %s
+// RUN: %clang_cc1 -fopenmp-simd -fopenmp-version=50 -x c++ -triple x86_64-apple-darwin10 -include-pch %t -verify %s -emit-llvm -o - | FileCheck --check-prefix SIMD-ONLY0 %s
+// SIMD-ONLY0-NOT: {{__kmpc|__tgt}}
+// expected-no-diagnostics
+
+#ifndef HEADER
+#define HEADER
+
+// CHECK-LABEL: @main
+int main() {
+  unsigned occupanices = 0;
+
+// CHECK: call void @__kmpc_taskloop(%struct.ident_t* @{{.+}}, i32 %{{.+}}, i8* %{{.+}}, i32 1, i64* %{{.+}}, i64* %{{.+}}, i64 %{{.+}}, i32 1, i32 0, i64 0, i8* null)
+#pragma omp taskloop
+  for (int i = 0; i < 1; i++) {
+#pragma omp atomic
+    occupanices++;
+  }
+}
+
+// CHECK: define internal i32 @{{.+}}(
+// Check that occupanices var is firstprivatized.
+// CHECK-DAG: atomicrmw add i32* [[FP_OCCUP:%.+]], i32 1
+// CHECK-DAG: [[FP_OCCUP]] = load i32*, i32** [[FP_OCCUP_ADDR:%[^,]+]],
+// CHECK-DAG: call void (i8*, ...) %{{.+}}(i8* %{{.+}}, i32** [[FP_OCCUP_ADDR]])
+
+#endif