diff --git a/mlir/include/mlir/Dialect/OpenMP/OpenMPOps.td b/mlir/include/mlir/Dialect/OpenMP/OpenMPOps.td
--- a/mlir/include/mlir/Dialect/OpenMP/OpenMPOps.td
+++ b/mlir/include/mlir/Dialect/OpenMP/OpenMPOps.td
@@ -708,6 +708,50 @@
   let verifier = [{ return verifyAtomicUpdateOp(*this); }];
 }
 
+def AtomicCaptureOp : OpenMP_Op<"atomic.capture",
+    [SingleBlockImplicitTerminator<"TerminatorOp">]> {
+  let summary = "performs an atomic capture";
+  let description = [{
+    This operation performs an atomic capture.
+
+    `hint` is the value of hint (as used in the hint clause). It is a compile
+    time constant. As the name suggests, this is just a hint for optimization.
+
+    `memory_order` indicates the memory ordering behavior of the construct. It
+    can be one of `seq_cst`, `acq_rel`, `release`, `acquire` or `relaxed`.
+
+    The region has the following allowed forms:
+
+    ```
+      omp.atomic.capture {
+        omp.atomic.update ...
+        omp.atomic.read ...
+        omp.terminator
+      }
+
+      omp.atomic.capture {
+        omp.atomic.read ...
+        omp.atomic.update ...
+        omp.terminator
+      }
+
+      omp.atomic.capture {
+        omp.atomic.read ...
+        omp.atomic.write ...
+        omp.terminator
+      }
+    ```
+
+  }];
+
+  let arguments = (ins DefaultValuedAttr<I64Attr, "0">:$hint,
+                       OptionalAttr<MemoryOrderKind>:$memory_order);
+  let regions = (region SizedRegion<1>:$region);
+  let parser = [{ return parseAtomicCaptureOp(parser, result); }];
+  let printer = [{ return printAtomicCaptureOp(p, *this); }];
+  let verifier = [{ return verifyAtomicCaptureOp(*this); }];
+}
+
 //===----------------------------------------------------------------------===//
 // 2.19.5.7 declare reduction Directive
 //===----------------------------------------------------------------------===//
diff --git a/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp b/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp
--- a/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp
+++ b/mlir/lib/Dialect/OpenMP/IR/OpenMPDialect.cpp
@@ -1539,6 +1539,68 @@
   return success();
 }
 
+//===----------------------------------------------------------------------===//
+// AtomicCaptureOp
+//===----------------------------------------------------------------------===//
+
+/// Parser for AtomicCaptureOp
+static LogicalResult parseAtomicCaptureOp(OpAsmParser &parser,
+                                          OperationState &result) {
+  SmallVector<ClauseType> clauses = {memoryOrderClause, hintClause};
+  SmallVector<int> segments;
+  if (parseClauses(parser, result, clauses, segments) ||
+      parser.parseRegion(*result.addRegion()))
+    return failure();
+  return success();
+}
+
+/// Printer for AtomicCaptureOp
+static void printAtomicCaptureOp(OpAsmPrinter &p, AtomicCaptureOp op) {
+  if (op.memory_order())
+    p << "memory_order(" << op.memory_order() << ") ";
+  if (op.hintAttr())
+    printSynchronizationHint(p, op, op.hintAttr());
+  p.printRegion(op.region());
+}
+
+/// Verifier for AtomicCaptureOp
+static LogicalResult verifyAtomicCaptureOp(AtomicCaptureOp op) {
+  Block::OpListType &ops = op.region().front().getOperations();
+  if (ops.size() != 3)
+    return emitError(op.getLoc())
+           << "expected three operations in omp.atomic.capture region (one "
+              "terminator, and two atomic ops)";
+  auto &firstOp = ops.front();
+  auto &secondOp = *ops.getNextNode(firstOp);
+  auto firstReadStmt = dyn_cast<AtomicReadOp>(firstOp);
+  auto firstUpdateStmt = dyn_cast<AtomicUpdateOp>(firstOp);
+  auto secondReadStmt = dyn_cast<AtomicReadOp>(secondOp);
+  auto secondUpdateStmt = dyn_cast<AtomicUpdateOp>(secondOp);
+  auto secondWriteStmt = dyn_cast<AtomicWriteOp>(secondOp);
+
+  if (!((firstUpdateStmt && secondReadStmt) ||
+        (firstReadStmt && secondUpdateStmt) ||
+        (firstReadStmt && secondWriteStmt)))
+    return emitError(ops.front().getLoc())
+           << "invalid sequence of operations in the capture region";
+  if (firstUpdateStmt && secondReadStmt &&
+      firstUpdateStmt.x() != secondReadStmt.x())
+    return emitError(firstUpdateStmt.getLoc())
+           << "updated variable in omp.atomic.update must be captured in "
+              "second operation";
+  if (firstReadStmt && secondUpdateStmt &&
+      firstReadStmt.x() != secondUpdateStmt.x())
+    return emitError(firstReadStmt.getLoc())
+           << "captured variable in omp.atomic.read must be updated in second "
+              "operation";
+  if (firstReadStmt && secondWriteStmt &&
+      firstReadStmt.x() != secondWriteStmt.address())
+    return emitError(firstReadStmt.getLoc())
+           << "captured variable in omp.atomic.read must be updated in "
+              "second operation";
+  return success();
+}
+
 #define GET_ATTRDEF_CLASSES
 #include "mlir/Dialect/OpenMP/OpenMPOpsAttributes.cpp.inc"
 
diff --git a/mlir/test/Dialect/OpenMP/invalid.mlir b/mlir/test/Dialect/OpenMP/invalid.mlir
--- a/mlir/test/Dialect/OpenMP/invalid.mlir
+++ b/mlir/test/Dialect/OpenMP/invalid.mlir
@@ -650,6 +650,122 @@
 
 // -----
 
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  // expected-error @below {{expected three operations in omp.atomic.capture region}}
+  omp.atomic.capture {
+    omp.atomic.read %v = %x : memref<i32>
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{invalid sequence of operations in the capture region}}
+    omp.atomic.read %v = %x : memref<i32>
+    omp.atomic.read %v = %x : memref<i32>
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{invalid sequence of operations in the capture region}}
+    omp.atomic.update %x = %x add %expr : memref<i32>, i32
+    omp.atomic.update %x = %x sub %expr : memref<i32>, i32
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{invalid sequence of operations in the capture region}}
+    omp.atomic.write %x = %expr : memref<i32>, i32
+    omp.atomic.write %x = %expr : memref<i32>, i32
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{invalid sequence of operations in the capture region}}
+    omp.atomic.write %x = %expr : memref<i32>, i32
+    omp.atomic.update %x = %x add %expr : memref<i32>, i32
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{invalid sequence of operations in the capture region}}
+    omp.atomic.update %x = %x add %expr : memref<i32>, i32
+    omp.atomic.write %x = %expr : memref<i32>, i32
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{invalid sequence of operations in the capture region}}
+    omp.atomic.write %x = %expr : memref<i32>, i32
+    omp.atomic.read %v = %x : memref<i32>
+    omp.terminator
+  }
+  return
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %y: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{updated variable in omp.atomic.update must be captured in second operation}}
+    omp.atomic.update %x = %x add %expr : memref<i32>, i32
+    omp.atomic.read %v = %y : memref<i32>
+    omp.terminator
+  }
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %y: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{captured variable in omp.atomic.read must be updated in second operation}}
+    omp.atomic.read %v = %y : memref<i32>
+    omp.atomic.update %x = %x add %expr : memref<i32>, i32
+    omp.terminator
+  }
+}
+
+// -----
+
+func @omp_atomic_capture(%x: memref<i32>, %y: memref<i32>, %v: memref<i32>, %expr: i32) {
+  omp.atomic.capture {
+    // expected-error @below {{captured variable in omp.atomic.read must be updated in second operation}}
+    omp.atomic.read %v = %x : memref<i32>
+    omp.atomic.write %y = %expr : memref<i32>, i32
+    omp.terminator
+  }
+}
+
+// -----
+
 func @omp_sections(%data_var1 : memref<i32>, %data_var2 : memref<i32>, %data_var3 : memref<i32>) -> () {
   // expected-error @below {{operand used in both private and firstprivate clauses}}
   omp.sections private(%data_var1 : memref<i32>) firstprivate(%data_var1 : memref<i32>) {
diff --git a/mlir/test/Dialect/OpenMP/ops.mlir b/mlir/test/Dialect/OpenMP/ops.mlir
--- a/mlir/test/Dialect/OpenMP/ops.mlir
+++ b/mlir/test/Dialect/OpenMP/ops.mlir
@@ -584,6 +584,42 @@
   return
 }
 
+// CHECK-LABEL: omp_atomic_capture
+// CHECK-SAME: (%[[v:.*]]: memref<i32>, %[[x:.*]]: memref<i32>, %[[expr:.*]]: i32)
+func @omp_atomic_capture(%v: memref<i32>, %x: memref<i32>, %expr: i32) {
+  // CHECK: omp.atomic.capture{
+  // CHECK-NEXT: omp.atomic.update %[[x]] = %[[expr]] add %[[x]] : memref<i32>, i32
+  // CHECK-NEXT: omp.atomic.read %[[v]] = %[[x]] : memref<i32>
+  // CHECK-NEXT: omp.terminator
+  // CHECK-NEXT: }
+  omp.atomic.capture{
+    omp.atomic.update %x = %expr add %x : memref<i32>, i32
+    omp.atomic.read %v = %x : memref<i32>
+    omp.terminator
+  }
+  // CHECK: omp.atomic.capture{
+  // CHECK-NEXT: omp.atomic.read %[[v]] = %[[x]] : memref<i32>
+  // CHECK-NEXT: omp.atomic.update %[[x]] = %[[expr]] add %[[x]] : memref<i32>, i32
+  // CHECK-NEXT: omp.terminator
+  // CHECK-NEXT: }
+  omp.atomic.capture{
+    omp.atomic.read %v = %x : memref<i32>
+    omp.atomic.update %x = %expr add %x : memref<i32>, i32
+    omp.terminator
+  }
+  // CHECK: omp.atomic.capture{
+  // CHECK-NEXT: omp.atomic.read %[[v]] = %[[x]] : memref<i32>
+  // CHECK-NEXT: omp.atomic.write %[[x]] = %[[expr]] : memref<i32>, i32
+  // CHECK-NEXT: omp.terminator
+  // CHECK-NEXT: }
+  omp.atomic.capture{
+    omp.atomic.read %v = %x : memref<i32>
+    omp.atomic.write %x = %expr : memref<i32>, i32
+    omp.terminator
+  }
+  return
+}
+
 // CHECK-LABEL: omp_sectionsop
 func @omp_sectionsop(%data_var1 : memref<i32>, %data_var2 : memref<i32>,
                      %data_var3 : memref<i32>, %redn_var : !llvm.ptr<f32>) {