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diff --git a/arm_compute/core/NEON/kernels/NEFlattenLayerKernel.h b/arm_compute/core/NEON/kernels/NEFlattenLayerKernel.h
deleted file mode 100644
index ba2f99857f..0000000000
--- a/arm_compute/core/NEON/kernels/NEFlattenLayerKernel.h
+++ /dev/null
@@ -1,81 +0,0 @@
-/*
- * Copyright (c) 2018-2019 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_NEFLATTENLAYERKERNEL_H
-#define ARM_COMPUTE_NEFLATTENLAYERKERNEL_H
-
-#include "arm_compute/core/NEON/INEKernel.h"
-
-namespace arm_compute
-{
-class ITensor;
-
-/** Interface for the flatten layer kernel. */
-class NEFlattenLayerKernel : public INEKernel
-{
-public:
-    const char *name() const override
-    {
-        return "NEFlattenLayerKernel";
-    }
-    /** Default constructor */
-    NEFlattenLayerKernel();
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    NEFlattenLayerKernel(const NEFlattenLayerKernel &) = delete;
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    NEFlattenLayerKernel &operator=(const NEFlattenLayerKernel &) = delete;
-    /** Allow instances of this class to be moved */
-    NEFlattenLayerKernel(NEFlattenLayerKernel &&) = default;
-    /** Allow instances of this class to be moved */
-    NEFlattenLayerKernel &operator=(NEFlattenLayerKernel &&) = default;
-    /** Default destructor */
-    ~NEFlattenLayerKernel() = default;
-
-    /** Set the input and output of the kernel.
-     *
-     * @param[in]  input  First input tensor to flatten with at least 3 dimensions.
-     *                    The dimensions above the third will be interpreted as batches. Data types supported: All
-     * @param[out] output Output tensor with shape [w*h*d, input_batches] where:
-     *                    w = width input tensor, h = height input tensor and d = depth input tensor. Data type supported: same as @p input
-     */
-    void configure(const ITensor *input, ITensor *output);
-    /** Static function to check if given info will lead to a valid configuration of @ref NEFlattenLayerKernel
-     *
-     * @param[in]  input  First input tensor to flatten with at least 3 dimensions.
-     *                    The dimensions above the third will be interpreted as batches. Data types supported: All
-     * @param[out] output Output tensor with shape [w*h*d, input_batches] where:
-     *                    w = width input tensor, h = height input tensor and d = depth input tensor. Data type supported: same as @p input
-     *
-     * @return a status
-     */
-    static Status validate(const ITensorInfo *input, const ITensorInfo *output);
-
-    // Inherited methods overridden:
-    void run(const Window &window, const ThreadInfo &info) override;
-
-private:
-    const ITensor *_input;
-    ITensor       *_output;
-};
-} // namespace arm_compute
-#endif /*ARM_COMPUTE_NEFLATTENLAYERKERNEL_H */