diff --git a/src/backends/WorkloadData.cpp b/src/backends/WorkloadData.cpp
index c5c607d..8b28b47 100644
--- a/src/backends/WorkloadData.cpp
+++ b/src/backends/WorkloadData.cpp
@@ -664,8 +664,11 @@
     }
 
     {
-        const unsigned int inputChannelCount = workloadInfo.m_InputTensorInfos[0].GetShape()[1];
-        const unsigned int outputChannelCount = workloadInfo.m_OutputTensorInfos[0].GetShape()[1];
+        // DataLayout is NCHW by default (channelsIndex = 1)
+        const unsigned int channelsIndex = this->m_Parameters.m_DataLayout == armnn::DataLayout::NHWC ? 3 : 1;
+
+        const unsigned int inputChannelCount = workloadInfo.m_InputTensorInfos[0].GetShape()[channelsIndex];
+        const unsigned int outputChannelCount = workloadInfo.m_OutputTensorInfos[0].GetShape()[channelsIndex];
         if (inputChannelCount != outputChannelCount)
         {
             throw InvalidArgumentException(
diff --git a/src/backends/cl/workloads/ClResizeBilinearFloatWorkload.cpp b/src/backends/cl/workloads/ClResizeBilinearFloatWorkload.cpp
index 499466e..1a33035 100644
--- a/src/backends/cl/workloads/ClResizeBilinearFloatWorkload.cpp
+++ b/src/backends/cl/workloads/ClResizeBilinearFloatWorkload.cpp
@@ -8,14 +8,17 @@
 #include <backends/CpuTensorHandle.hpp>
 #include <backends/cl/ClLayerSupport.hpp>
 #include <backends/aclCommon/ArmComputeUtils.hpp>
+#include <backends/aclCommon/ArmComputeTensorUtils.hpp>
 
 #include "ClWorkloadUtils.hpp"
 
+using namespace armnn::armcomputetensorutils;
+
 namespace armnn
 {
 
 ClResizeBilinearFloatWorkload::ClResizeBilinearFloatWorkload(const ResizeBilinearQueueDescriptor& descriptor,
-                                                               const WorkloadInfo& info)
+                                                             const WorkloadInfo& info)
     : FloatWorkload<ResizeBilinearQueueDescriptor>(descriptor, info)
 {
     m_Data.ValidateInputsOutputs("ClResizeBilinearFloatWorkload", 1, 1);
@@ -23,6 +26,9 @@
     arm_compute::ICLTensor& input  = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
     arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
 
+    (&input)->info()->set_data_layout(ConvertDataLayout(m_Data.m_Parameters.m_DataLayout));
+    (&output)->info()->set_data_layout(ConvertDataLayout(m_Data.m_Parameters.m_DataLayout));
+
     m_ResizeBilinearLayer.configure(&input, &output, arm_compute::InterpolationPolicy::BILINEAR,
                                     arm_compute::BorderMode::REPLICATE, arm_compute::PixelValue(0.f),
                                     arm_compute::SamplingPolicy::TOP_LEFT);