diff --git a/common/cuda_hip/factorization/par_ic_kernels.hpp.inc b/common/cuda_hip/factorization/par_ic_kernels.hpp.inc
index 9a4d605c6a3..7a3b3da8e32 100644
--- a/common/cuda_hip/factorization/par_ic_kernels.hpp.inc
+++ b/common/cuda_hip/factorization/par_ic_kernels.hpp.inc
@@ -78,16 +78,18 @@ __global__ __launch_bounds__(default_block_size) void ic_sweep(
         auto l_col = l_col_idxs[l_row_begin];
         auto lh_row = l_col_idxs[lh_col_begin];
         if (l_col == lh_row && l_col < last_entry) {
-            sum += l_vals[l_row_begin] * conj(l_vals[lh_col_begin]);
+            sum += load_relaxed(l_vals + l_row_begin) *
+                   conj(load_relaxed(l_vals + lh_col_begin));
         }
         l_row_begin += l_col <= lh_row;
         lh_col_begin += l_col >= lh_row;
     }
-    auto to_write = row == col
-                        ? sqrt(a_val - sum)
-                        : (a_val - sum) / l_vals[l_row_ptrs[col + 1] - 1];
+    auto to_write =
+        row == col
+            ? sqrt(a_val - sum)
+            : (a_val - sum) / load_relaxed(l_vals + (l_row_ptrs[col + 1] - 1));
     if (is_finite(to_write)) {
-        l_vals[l_nz] = to_write;
+        store_relaxed(l_vals + l_nz, to_write);
     }
 }
 
diff --git a/common/cuda_hip/factorization/par_ict_sweep_kernels.hpp.inc b/common/cuda_hip/factorization/par_ict_sweep_kernels.hpp.inc
index 7eccbda61d2..d54fe3c6c77 100644
--- a/common/cuda_hip/factorization/par_ict_sweep_kernels.hpp.inc
+++ b/common/cuda_hip/factorization/par_ict_sweep_kernels.hpp.inc
@@ -75,8 +75,8 @@ __global__ __launch_bounds__(default_block_size) void ict_sweep(
             // we don't need to use the `bool valid` because last_entry is
             // already a smaller sentinel value than the one used in group_merge
             if (l_col == lh_row && l_col < last_entry) {
-                sum += l_vals[l_idx + l_row_begin] *
-                       conj(l_vals[lh_idx + lh_col_begin]);
+                sum += load_relaxed(l_vals + (l_idx + l_row_begin)) *
+                       conj(load_relaxed(l_vals + (lh_idx + lh_col_begin)));
             }
             // remember the transposed element
             auto found_transp = subwarp.ballot(lh_row == row);
@@ -90,11 +90,12 @@ __global__ __launch_bounds__(default_block_size) void ict_sweep(
     sum = reduce(subwarp, sum, [](ValueType a, ValueType b) { return a + b; });
 
     if (subwarp.thread_rank() == 0) {
-        auto to_write = row == col
-                            ? sqrt(a_val - sum)
-                            : (a_val - sum) / l_vals[l_row_ptrs[col + 1] - 1];
+        auto to_write =
+            row == col ? sqrt(a_val - sum)
+                       : (a_val - sum) /
+                             load_relaxed(l_vals + (l_row_ptrs[col + 1] - 1));
         if (is_finite(to_write)) {
-            l_vals[l_nz] = to_write;
+            store_relaxed(l_vals + l_nz, to_write);
         }
     }
 }
diff --git a/common/cuda_hip/factorization/par_ilu_kernels.hpp.inc b/common/cuda_hip/factorization/par_ilu_kernels.hpp.inc
index 08bd5bf8b4e..6785c161674 100644
--- a/common/cuda_hip/factorization/par_ilu_kernels.hpp.inc
+++ b/common/cuda_hip/factorization/par_ilu_kernels.hpp.inc
@@ -57,7 +57,8 @@ __global__ __launch_bounds__(default_block_size) void compute_l_u_factors(
             const auto u_col = u_col_idxs[u_idx];
             last_operation = zero<ValueType>();
             if (l_col == u_col) {
-                last_operation = l_values[l_idx] * u_values[u_idx];
+                last_operation = load_relaxed(l_values + l_idx) *
+                                 load_relaxed(u_values + u_idx);
                 sum -= last_operation;
             }
             l_idx += (l_col <= u_col);
@@ -65,14 +66,15 @@ __global__ __launch_bounds__(default_block_size) void compute_l_u_factors(
         }
         sum += last_operation;  // undo the last operation
         if (row > col) {
-            auto to_write = sum / u_values[u_row_ptrs[col + 1] - 1];
+            auto to_write =
+                sum / load_relaxed(u_values + (u_row_ptrs[col + 1] - 1));
             if (is_finite(to_write)) {
-                l_values[l_idx - 1] = to_write;
+                store_relaxed(l_values + (l_idx - 1), to_write);
             }
         } else {
             auto to_write = sum;
             if (is_finite(to_write)) {
-                u_values[u_idx - 1] = to_write;
+                store_relaxed(u_values + (u_idx - 1), to_write);
             }
         }
     }
diff --git a/common/cuda_hip/factorization/par_ilut_sweep_kernels.hpp.inc b/common/cuda_hip/factorization/par_ilut_sweep_kernels.hpp.inc
index e99888b35b3..d3cc4330c39 100644
--- a/common/cuda_hip/factorization/par_ilut_sweep_kernels.hpp.inc
+++ b/common/cuda_hip/factorization/par_ilut_sweep_kernels.hpp.inc
@@ -87,8 +87,8 @@ __global__ __launch_bounds__(default_block_size) void sweep(
             // we don't need to use the `bool valid` because last_entry is
             // already a smaller sentinel value than the one used in group_merge
             if (l_col == ut_row && l_col < last_entry) {
-                sum += l_vals[l_idx + l_row_begin] *
-                       ut_vals[ut_idx + ut_col_begin];
+                sum += load_relaxed(l_vals + (l_idx + l_row_begin)) *
+                       load_relaxed(ut_vals + (ut_idx + ut_col_begin));
             }
             // remember the transposed element
             auto found_transp = subwarp.ballot(ut_row == row);
@@ -103,15 +103,16 @@ __global__ __launch_bounds__(default_block_size) void sweep(
 
     if (subwarp.thread_rank() == 0) {
         if (lower) {
-            auto to_write = (a_val - sum) / ut_vals[ut_col_ptrs[col + 1] - 1];
+            auto to_write = (a_val - sum) /
+                            load_relaxed(ut_vals + (ut_col_ptrs[col + 1] - 1));
             if (is_finite(to_write)) {
-                l_vals[l_nz] = to_write;
+                store_relaxed(l_vals + l_nz, to_write);
             }
         } else {
             auto to_write = a_val - sum;
             if (is_finite(to_write)) {
-                u_vals[u_nz] = to_write;
-                ut_vals[ut_nz] = to_write;
+                store_relaxed(u_vals + u_nz, to_write);
+                store_relaxed(ut_vals + ut_nz, to_write);
             }
         }
     }
diff --git a/cuda/factorization/par_ic_kernels.cu b/cuda/factorization/par_ic_kernels.cu
index b700be483ea..0f54e5b4a98 100644
--- a/cuda/factorization/par_ic_kernels.cu
+++ b/cuda/factorization/par_ic_kernels.cu
@@ -40,6 +40,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #include "cuda/base/math.hpp"
 #include "cuda/base/types.hpp"
+#include "cuda/components/memory.cuh"
 #include "cuda/components/thread_ids.cuh"
 
 
diff --git a/cuda/factorization/par_ict_kernels.cu b/cuda/factorization/par_ict_kernels.cu
index f2a5f9f4754..66f64e5959b 100644
--- a/cuda/factorization/par_ict_kernels.cu
+++ b/cuda/factorization/par_ict_kernels.cu
@@ -47,6 +47,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #include "core/synthesizer/implementation_selection.hpp"
 #include "cuda/base/math.hpp"
 #include "cuda/components/intrinsics.cuh"
+#include "cuda/components/memory.cuh"
 #include "cuda/components/merging.cuh"
 #include "cuda/components/prefix_sum.cuh"
 #include "cuda/components/reduction.cuh"
diff --git a/cuda/factorization/par_ilu_kernels.cu b/cuda/factorization/par_ilu_kernels.cu
index 9796ee343fc..3b45c2993f2 100644
--- a/cuda/factorization/par_ilu_kernels.cu
+++ b/cuda/factorization/par_ilu_kernels.cu
@@ -38,6 +38,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #include "cuda/base/math.hpp"
 #include "cuda/base/types.hpp"
+#include "cuda/components/memory.cuh"
 #include "cuda/components/thread_ids.cuh"
 
 
diff --git a/cuda/factorization/par_ilut_sweep_kernel.cu b/cuda/factorization/par_ilut_sweep_kernel.cu
index c4b292402ac..98cd8c5de48 100644
--- a/cuda/factorization/par_ilut_sweep_kernel.cu
+++ b/cuda/factorization/par_ilut_sweep_kernel.cu
@@ -47,6 +47,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #include "core/synthesizer/implementation_selection.hpp"
 #include "cuda/base/math.hpp"
 #include "cuda/components/intrinsics.cuh"
+#include "cuda/components/memory.cuh"
 #include "cuda/components/merging.cuh"
 #include "cuda/components/prefix_sum.cuh"
 #include "cuda/components/reduction.cuh"
diff --git a/hip/factorization/par_ic_kernels.hip.cpp b/hip/factorization/par_ic_kernels.hip.cpp
index c8209f2c9dd..deb7d2b83f8 100644
--- a/hip/factorization/par_ic_kernels.hip.cpp
+++ b/hip/factorization/par_ic_kernels.hip.cpp
@@ -40,6 +40,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #include "hip/base/math.hip.hpp"
 #include "hip/base/types.hip.hpp"
+#include "hip/components/memory.hip.hpp"
 #include "hip/components/thread_ids.hip.hpp"
 
 
diff --git a/hip/factorization/par_ict_kernels.hip.cpp b/hip/factorization/par_ict_kernels.hip.cpp
index fa914f4d33c..24857fe6807 100644
--- a/hip/factorization/par_ict_kernels.hip.cpp
+++ b/hip/factorization/par_ict_kernels.hip.cpp
@@ -50,6 +50,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #include "core/synthesizer/implementation_selection.hpp"
 #include "hip/base/math.hip.hpp"
 #include "hip/components/intrinsics.hip.hpp"
+#include "hip/components/memory.hip.hpp"
 #include "hip/components/merging.hip.hpp"
 #include "hip/components/prefix_sum.hip.hpp"
 #include "hip/components/reduction.hip.hpp"
diff --git a/hip/factorization/par_ilu_kernels.hip.cpp b/hip/factorization/par_ilu_kernels.hip.cpp
index 42e5fd55425..b283e00b8fd 100644
--- a/hip/factorization/par_ilu_kernels.hip.cpp
+++ b/hip/factorization/par_ilu_kernels.hip.cpp
@@ -42,6 +42,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #include "hip/base/math.hip.hpp"
 #include "hip/base/types.hip.hpp"
+#include "hip/components/memory.hip.hpp"
 #include "hip/components/thread_ids.hip.hpp"
 
 
diff --git a/hip/factorization/par_ilut_sweep_kernel.hip.cpp b/hip/factorization/par_ilut_sweep_kernel.hip.cpp
index 6e8ed1d8822..f566aa5a159 100644
--- a/hip/factorization/par_ilut_sweep_kernel.hip.cpp
+++ b/hip/factorization/par_ilut_sweep_kernel.hip.cpp
@@ -50,6 +50,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #include "core/synthesizer/implementation_selection.hpp"
 #include "hip/base/math.hip.hpp"
 #include "hip/components/intrinsics.hip.hpp"
+#include "hip/components/memory.hip.hpp"
 #include "hip/components/merging.hip.hpp"
 #include "hip/components/prefix_sum.hip.hpp"
 #include "hip/components/reduction.hip.hpp"