diff --git a/cub/agent/agent_reduce_by_key.cuh b/cub/agent/agent_reduce_by_key.cuh
index 2f1ef88ac..abc146579 100644
--- a/cub/agent/agent_reduce_by_key.cuh
+++ b/cub/agent/agent_reduce_by_key.cuh
@@ -134,7 +134,8 @@ template <typename AgentReduceByKeyPolicyT,
           typename NumRunsOutputIteratorT,
           typename EqualityOpT,
           typename ReductionOpT,
-          typename OffsetT>
+          typename OffsetT,
+          typename AccumT>
 struct AgentReduceByKey
 {
   //---------------------------------------------------------------------
@@ -151,19 +152,15 @@ struct AgentReduceByKey
   // The input values type
   using ValueInputT = cub::detail::value_t<ValuesInputIteratorT>;
 
-  // The output values type
-  using ValueOutputT =
-    cub::detail::non_void_value_t<AggregatesOutputIteratorT, ValueInputT>;
-
   // Tuple type for scanning (pairs accumulated segment-value with
   // segment-index)
-  using OffsetValuePairT = KeyValuePair<OffsetT, ValueOutputT>;
+  using OffsetValuePairT = KeyValuePair<OffsetT, AccumT>;
 
   // Tuple type for pairing keys and values
-  using KeyValuePairT = KeyValuePair<KeyOutputT, ValueOutputT>;
+  using KeyValuePairT = KeyValuePair<KeyOutputT, AccumT>;
 
   // Tile status descriptor interface type
-  using ScanTileStateT = ReduceByKeyScanTileState<ValueOutputT, OffsetT>;
+  using ScanTileStateT = ReduceByKeyScanTileState<AccumT, OffsetT>;
 
   // Guarded inequality functor
   template <typename _EqualityOpT>
@@ -209,7 +206,7 @@ struct AgentReduceByKey
   // if we're performing addition on a primitive type)
   static constexpr int HAS_IDENTITY_ZERO =
     (std::is_same<ReductionOpT, cub::Sum>::value) &&
-    (Traits<ValueOutputT>::PRIMITIVE);
+    (Traits<AccumT>::PRIMITIVE);
 
   // Cache-modified Input iterator wrapper type (for applying cache modifier)
   // for keys Wrap the native input pointer with
@@ -254,7 +251,7 @@ struct AgentReduceByKey
                                    AgentReduceByKeyPolicyT::LOAD_ALGORITHM>;
 
   // Parameterized BlockLoad type for values
-  using BlockLoadValuesT = BlockLoad<ValueOutputT,
+  using BlockLoadValuesT = BlockLoad<AccumT,
                                      BLOCK_THREADS,
                                      ITEMS_PER_THREAD,
                                      AgentReduceByKeyPolicyT::LOAD_ALGORITHM>;
@@ -273,7 +270,7 @@ struct AgentReduceByKey
 
   // Key and value exchange types
   typedef KeyOutputT KeyExchangeT[TILE_ITEMS + 1];
-  typedef ValueOutputT ValueExchangeT[TILE_ITEMS + 1];
+  typedef AccumT ValueExchangeT[TILE_ITEMS + 1];
 
   // Shared memory type for this thread block
   union _TempStorage
@@ -509,7 +506,7 @@ struct AgentReduceByKey
     KeyOutputT prev_keys[ITEMS_PER_THREAD];
 
     // Tile values
-    ValueOutputT values[ITEMS_PER_THREAD];
+    AccumT values[ITEMS_PER_THREAD];
 
     // Segment head flags
     OffsetT head_flags[ITEMS_PER_THREAD];
diff --git a/cub/device/dispatch/dispatch_reduce_by_key.cuh b/cub/device/dispatch/dispatch_reduce_by_key.cuh
index d909ce92f..694ae6fbd 100644
--- a/cub/device/dispatch/dispatch_reduce_by_key.cuh
+++ b/cub/device/dispatch/dispatch_reduce_by_key.cuh
@@ -127,7 +127,8 @@ template <typename AgentReduceByKeyPolicyT,
           typename ScanTileStateT,
           typename EqualityOpT,
           typename ReductionOpT,
-          typename OffsetT>
+          typename OffsetT,
+          typename AccumT>
 __launch_bounds__(int(AgentReduceByKeyPolicyT::BLOCK_THREADS)) __global__
   void DeviceReduceByKeyKernel(KeysInputIteratorT d_keys_in,
                                UniqueOutputIteratorT d_unique_out,
@@ -149,7 +150,8 @@ __launch_bounds__(int(AgentReduceByKeyPolicyT::BLOCK_THREADS)) __global__
                                              NumRunsOutputIteratorT,
                                              EqualityOpT,
                                              ReductionOpT,
-                                             OffsetT>;
+                                             OffsetT,
+                                             AccumT>;
 
   // Shared memory for AgentReduceByKey
   __shared__ typename AgentReduceByKeyT::TempStorage temp_storage;
@@ -206,7 +208,12 @@ template <typename KeysInputIteratorT,
           typename NumRunsOutputIteratorT,
           typename EqualityOpT,
           typename ReductionOpT,
-          typename OffsetT>
+          typename OffsetT,
+          typename AccumT = 
+            detail::accumulator_t<
+              ReductionOpT, 
+              cub::detail::value_t<ValuesInputIteratorT>,
+              cub::detail::value_t<ValuesInputIteratorT>>>
 struct DispatchReduceByKey
 {
   //-------------------------------------------------------------------------
@@ -223,20 +230,16 @@ struct DispatchReduceByKey
   // The input values type
   using ValueInputT = cub::detail::value_t<ValuesInputIteratorT>;
 
-  // The output values type
-  using ValueOutputT =
-    cub::detail::non_void_value_t<AggregatesOutputIteratorT, ValueInputT>;
-
   static constexpr int INIT_KERNEL_THREADS = 128;
 
   static constexpr int MAX_INPUT_BYTES = CUB_MAX(sizeof(KeyOutputT),
-                                                 sizeof(ValueOutputT));
+                                                 sizeof(AccumT));
 
   static constexpr int COMBINED_INPUT_BYTES = sizeof(KeyOutputT) +
-                                              sizeof(ValueOutputT);
+                                              sizeof(AccumT);
 
   // Tile status descriptor interface type
-  using ScanTileStateT = ReduceByKeyScanTileState<ValueOutputT, OffsetT>;
+  using ScanTileStateT = ReduceByKeyScanTileState<AccumT, OffsetT>;
 
   //-------------------------------------------------------------------------
   // Tuning policies
@@ -691,7 +694,8 @@ struct DispatchReduceByKey
                                       ScanTileStateT,
                                       EqualityOpT,
                                       ReductionOpT,
-                                      OffsetT>,
+                                      OffsetT,
+                                      AccumT>,
               reduce_by_key_config)))
       {
         break;
diff --git a/test/test_device_reduce_by_key.cu b/test/test_device_reduce_by_key.cu
index 168c4ecac..2085053e4 100644
--- a/test/test_device_reduce_by_key.cu
+++ b/test/test_device_reduce_by_key.cu
@@ -290,9 +290,11 @@ int Solve(
     ReductionOpT            reduction_op,
     int                     num_items)
 {
+    using AccumT = cub::detail::accumulator_t<ReductionOpT, ValueT, ValueT>;
+
     // First item
     KeyT previous        = h_keys_in[0];
-    ValueT aggregate     = h_values_in[0];
+    AccumT aggregate     = h_values_in[0];
     int num_segments    = 0;
 
     // Subsequent items