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diff --git a/arm_compute/core/NEON/kernels/NEDirectConvolutionLayerBiasAccumulateKernel.h b/arm_compute/core/NEON/kernels/NEDirectConvolutionLayerBiasAccumulateKernel.h
deleted file mode 100644
index 05ade1c5dd..0000000000
--- a/arm_compute/core/NEON/kernels/NEDirectConvolutionLayerBiasAccumulateKernel.h
+++ /dev/null
@@ -1,84 +0,0 @@
-/*
- * Copyright (c) 2017 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_NEDIRECTCONVOLUTIONLAYERBIASACCUMULATEKERNEL_H__
-#define __ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYERBIASACCUMULATEKERNEL_H__
-
-#include "arm_compute/core/NEON/INEKernel.h"
-
-namespace arm_compute
-{
-class ITensor;
-/** NEON kernel to accumulate the biases to each element of the input tensor
- *
- * @note We assume bias to be shared
- */
-class NEDirectConvolutionLayerBiasAccumulateKernel : public INEKernel
-{
-public:
-    /** Default constructor */
-    NEDirectConvolutionLayerBiasAccumulateKernel();
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    NEDirectConvolutionLayerBiasAccumulateKernel(const NEDirectConvolutionLayerBiasAccumulateKernel &) = delete;
-    /** Prevent instances of this class from being copied (As this class contains pointers) */
-    NEDirectConvolutionLayerBiasAccumulateKernel &operator=(const NEDirectConvolutionLayerBiasAccumulateKernel &) = delete;
-    /** Allow instances of this class to be moved */
-    NEDirectConvolutionLayerBiasAccumulateKernel(NEDirectConvolutionLayerBiasAccumulateKernel &&) = default;
-    /** Allow instances of this class to be moved */
-    NEDirectConvolutionLayerBiasAccumulateKernel &operator=(NEDirectConvolutionLayerBiasAccumulateKernel &&) = default;
-    /** Default destructor */
-    ~NEDirectConvolutionLayerBiasAccumulateKernel() = default;
-    /** Set the accumulate buffer and the biases of the kernel.
-     *
-     * @param[in, out] input  Input to add the bias to. If @p output is not specified then accumulation is done in-place.
-     *                        Data type supported: QS8/QS16/F16/F32
-     * @param[in]      bias   The shared bias tensor to add. It must be 1D Tensor. Data type supported: Same as @p input
-     * @param[out]     output (Optional) If the output tensor is specified the accumulation is done out-of-place. (Defaults to nullptr)
-     *                         Data type supported: Same as @p input
-     */
-    void configure(ITensor *input, const ITensor *bias, ITensor *output = nullptr);
-    /** Static function to check if given info will lead to a valid configuration of @ref NEDirectConvolutionLayerBiasAccumulateKernel
-     *
-     * @param[in] input  Input to add the bias to. If @p output is not specified then accumulation is done in-place.
-     *                   Data type supported: QS8/QS16/F16/F32
-     * @param[in] bias   The shared bias tensor to add. It must be 1D Tensor. Data type supported: Same as @p input
-     * @param[in] output (Optional) If the output tensor is specified the accumulation is done out-of-place. (Defaults to nullptr)
-     *                         Data type supported: Same as @p input
-     * @return a status
-     */
-    static Status validate(const ITensorInfo *input, const ITensorInfo *bias, const ITensorInfo *output = nullptr);
-
-    // Inherited methods overridden:
-    void run(const Window &window, const ThreadInfo &info) override;
-
-private:
-    using BiasAccumulateKernel = void(ITensor *input, const ITensor *bias, const Window window, ITensor *output);
-
-private:
-    BiasAccumulateKernel *_func;
-    ITensor              *_input;
-    const ITensor        *_bias;
-    ITensor              *_output;
-};
-} // namespace arm_compute
-#endif /*__ARM_COMPUTE_NEDIRECTCONVOLUTIONLAYERBIASACCUMULATEKERNEL_H__ */