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diff --git a/src/runtime/cpu/operators/CpuPooling.h b/src/runtime/cpu/operators/CpuPooling.h
deleted file mode 100644
index 9ebcd5f6aa..0000000000
--- a/src/runtime/cpu/operators/CpuPooling.h
+++ /dev/null
@@ -1,102 +0,0 @@
-/*
- * Copyright (c) 2021 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 ARM_COMPUTE_CPU_POOLING_H
-#define ARM_COMPUTE_CPU_POOLING_H
-
-#include "src/runtime/cpu/ICpuOperator.h"
-
-#include "arm_compute/runtime/IMemoryManager.h"
-#include "src/runtime/cpu/operators/CpuPoolingAssemblyDispatch.h"
-
-#include <memory>
-
-namespace arm_compute
-{
-// Forward Declarations
-struct PoolingLayerInfo;
-
-namespace cpu
-{
-// Forward Declarations
-class CpuPoolingAssemblyDispatch;
-/** Basic function to simulate a pooling layer with the specified pooling operation. This function calls the following Neon kernels:
- *
- * -# @ref NEFillBorderKernel (executed if padding size is different from zero)
- * -# @ref kernels::CpuPoolingKernel
- * -# @ref CpuPoolingAssemblyDispatch
- */
-class CpuPooling : public ICpuOperator
-{
-public:
-    /** Constructor */
-    CpuPooling(std::shared_ptr<IMemoryManager> memory_manager = nullptr);
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    CpuPooling(const CpuPooling &) = delete;
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    CpuPooling &operator=(const CpuPooling &) = delete;
-    /** Prevent instances of this class from being moved (As this class contains non movable objects) */
-    CpuPooling(CpuPooling &&) = delete;
-    /** Prevent instances of this class from being moved (As this class contains non movable objects) */
-    CpuPooling &operator=(CpuPooling &&) = delete;
-    /** Default destructor */
-    ~CpuPooling();
-    /** Set the src and dst tensors.
-     *
-     * @note F16 is supported for pool sizes 2 and 3 only
-     *
-     * @param[in, out] src       Source tensor info. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
-     * @param[out]     dst       Destination tensor info. Data types supported: same as @p src.
-     * @param[in]      pool_info Contains pooling operation information described in @ref PoolingLayerInfo.
-     * @param[out]     indices   (optional) The indices of the maximal values. Data type supported: U32.
-     */
-    void configure(ITensorInfo *src, ITensorInfo *dst, const PoolingLayerInfo &pool_info, ITensorInfo *indices = nullptr);
-    /** Static function to check if given info will lead to a valid configuration of @ref CpuPooling
-     *
-     * @note F16 is supported for pool sizes 2 and 3 only
-     *
-     * @param[in] src       Source tensor info. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32.
-     * @param[in] dst       Destination tensor info. Data types supported: same as @p src.
-     * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo.
-     * @param[in] indices   (optional) Tensor info of the indices of the maximal values. Data type supported: U32.
-     *
-     * @return a status
-     */
-    static Status validate(const ITensorInfo *src, const ITensorInfo *dst, const PoolingLayerInfo &pool_info, const ITensorInfo *indices = nullptr);
-
-    // Inherited methods overridden:
-    void run(ITensorPack &tensors) override;
-
-private:
-    std::shared_ptr<IMemoryManager> _memory_manager;
-
-    std::unique_ptr<INEKernel>                  _pooling_layer_kernel;
-    std::unique_ptr<INEKernel>                  _border_handler;
-    std::unique_ptr<CpuPoolingAssemblyDispatch> _asm_glue;
-
-    bool       _is_global_pooling_layer;
-    DataLayout _data_layout;
-};
-} // namespace cpu
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_CPU_POOLING_H */