diff --git a/src/backends/neon/workloads/NeonConvolution2dFloatWorkload.hpp b/src/backends/neon/workloads/NeonConvolution2dFloatWorkload.hpp
new file mode 100644
index 0000000..14c77c8
--- /dev/null
+++ b/src/backends/neon/workloads/NeonConvolution2dFloatWorkload.hpp
@@ -0,0 +1,29 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "NeonConvolution2dBaseWorkload.hpp"
+#include <backends/neon/workloads/NeonWorkloadUtils.hpp>
+
+#include "arm_compute/runtime/MemoryManagerOnDemand.h"
+
+#include <memory>
+
+namespace armnn
+{
+
+class NeonConvolution2dFloatWorkload : public NeonConvolution2dBaseWorkload<DataType::Float16, DataType::Float32>
+{
+public:
+    NeonConvolution2dFloatWorkload(const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info,
+                                   std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager);
+
+    void Execute() const override;
+    void ValidateData() const override;
+};
+
+} //namespace armnn
+