diff --git a/src/backends/cl/ClLayerSupport.cpp b/src/backends/cl/ClLayerSupport.cpp
index 21d191a..dfac289 100644
--- a/src/backends/cl/ClLayerSupport.cpp
+++ b/src/backends/cl/ClLayerSupport.cpp
@@ -15,6 +15,7 @@
 #include <boost/core/ignore_unused.hpp>
 
 #if defined(ARMCOMPUTECL_ENABLED)
+#include <aclCommon/ArmComputeUtils.hpp>
 #include "workloads/ClAdditionWorkload.hpp"
 #include "workloads/ClActivationWorkload.hpp"
 #include "workloads/ClBatchNormalizationFloatWorkload.hpp"
@@ -39,6 +40,7 @@
 #include "workloads/ClPooling2dWorkload.hpp"
 #include "workloads/ClSoftmaxBaseWorkload.hpp"
 #include "workloads/ClSpaceToBatchNdWorkload.hpp"
+#include "workloads/ClSplitterWorkload.hpp"
 #include "workloads/ClStridedSliceWorkload.hpp"
 #include "workloads/ClSubtractionWorkload.hpp"
 #endif
@@ -612,12 +614,31 @@
                                          const ViewsDescriptor& descriptor,
                                          Optional<std::string&> reasonIfUnsupported) const
 {
-    ignore_unused(descriptor);
-    ignore_unused(outputs);
-    return IsSupportedForDataTypeCl(reasonIfUnsupported,
-                                    input.GetDataType(),
-                                    &TrueFunc<>,
-                                    &TrueFunc<>);
+#if defined(ARMCOMPUTECL_ENABLED)
+    // Split along the last dimension, cannot use sub-tensors
+    // as width and height of the sub-tensors do not match
+    // the width and height of the parent tensor
+    // in case of input with more than 2D.
+    std::set<unsigned int> splitAxis = ComputeSplitAxis(descriptor, input.GetShape());
+    if (descriptor.GetNumDimensions() > 2 && splitAxis.size() == 1 &&
+        *splitAxis.begin() == descriptor.GetNumDimensions() - 1 )
+    {
+        FORWARD_WORKLOAD_VALIDATE_FUNC(ClSplitterWorkloadValidate,
+                                       reasonIfUnsupported,
+                                       input,
+                                       outputs,
+                                       *splitAxis.begin());
+    }
+#endif
+    for (auto output : outputs)
+    {
+        if (!input.IsTypeSpaceMatch(output)) // Cannot use sub-tensors if the types are not same space
+        {
+            SetValueChecked(reasonIfUnsupported, "Cl Splitter: Types and quantization parameters must match.");
+            return false;
+        }
+    }
+    return true;
 }
 
 bool ClLayerSupport::IsStridedSliceSupported(const TensorInfo& input,