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diff --git a/src/cpu/operators/CpuAddMulAdd.h b/src/cpu/operators/CpuAddMulAdd.h
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+/*
+ * Copyright (c) 2023 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef SRC_CPU_OPERATORS_CPUADDMULADD
+#define SRC_CPU_OPERATORS_CPUADDMULADD
+
+#include "arm_compute/core/TensorInfo.h"
+
+#include "src/cpu/ICpuOperator.h"
+#include "src/cpu/operators/CpuDequantize.h"
+
+namespace arm_compute
+{
+namespace cpu
+{
+/** Basic function to run @ref kernels::CpuAddMulAddKernel */
+class CpuAddMulAdd : public ICpuOperator
+{
+public:
+    /** Initialize the operator's inputs and outputs.
+     *
+     * Similar to @ref NEAddMulAdd::configure()
+     *
+     */
+    void configure(const ITensorInfo         *input1,
+                   const ITensorInfo         *input2,
+                   const ITensorInfo         *bn_mul,
+                   const ITensorInfo         *bn_add,
+                   ITensorInfo               *add_output,
+                   ITensorInfo               *final_output,
+                   ConvertPolicy              policy,
+                   const ActivationLayerInfo &act_info);
+    /** Static function to check if given info will lead to a valid configuration
+     *
+     * Similar to @ref CpuAddMulAdd::configure()
+     *
+     * @return a status
+     */
+    static Status validate(const ITensorInfo         *input1,
+                           const ITensorInfo         *input2,
+                           const ITensorInfo         *bn_mul,
+                           const ITensorInfo         *bn_add,
+                           const ITensorInfo         *add_output,
+                           const ITensorInfo         *final_output,
+                           ConvertPolicy              policy,
+                           const ActivationLayerInfo &act_info);
+
+    // Inherited methods overridden:
+    void run(ITensorPack &tensors) override;
+
+    // We need auxilary memory to dequantize batchnorm coefficients
+    experimental::MemoryRequirements workspace() const override;
+
+private:
+    enum AuxTensorIdx
+    {
+        DequantizedBnMul = 0,
+        DequantizedBnAdd,
+        Count
+    };
+
+    CpuDequantize _dequantize_bn_mul{};
+    CpuDequantize _dequantize_bn_add{};
+
+    TensorInfo _dequantized_bn_mul{};
+    TensorInfo _dequantized_bn_add{};
+
+    experimental::MemoryRequirements _aux_mem{Count};
+};
+} // namespace cpu
+} // namespace arm_compute
+#endif /* SRC_CPU_OPERATORS_CPUADDMULADD */