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diff --git a/src/core/CL/kernels/CLMemsetKernel.h b/src/core/CL/kernels/CLMemsetKernel.h
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+++ b/src/core/CL/kernels/CLMemsetKernel.h
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+/*
+ * Copyright (c) 2018-2020 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_CLMEMSETKERNEL_H
+#define ARM_COMPUTE_CLMEMSETKERNEL_H
+
+#include "arm_compute/core/PixelValue.h"
+#include "arm_compute/core/Types.h"
+#include "src/core/CL/ICLKernel.h"
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Interface for filling the planes of a tensor */
+class CLMemsetKernel : public ICLKernel
+{
+public:
+    /** Default constructor */
+    CLMemsetKernel();
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    CLMemsetKernel(const CLMemsetKernel &) = delete;
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    CLMemsetKernel &operator=(const CLMemsetKernel &) = delete;
+    /** Allow instances of this class to be moved */
+    CLMemsetKernel(CLMemsetKernel &&) = default;
+    /** Allow instances of this class to be moved */
+    CLMemsetKernel &operator=(CLMemsetKernel &&) = default;
+    /** Default destructor */
+    ~CLMemsetKernel() = default;
+
+    /** Initialise the kernel's tensor and filling value
+     *
+     * @param[in,out] tensor         Input tensor to fill. Supported data types: All.
+     * @param[in]     constant_value The value used to fill the planes of the tensor
+     * @param[in]     window         Window to be used in case setting only part of a tensor. Default is nullptr.
+     */
+    void configure(ICLTensor *tensor, const PixelValue &constant_value, Window *window = nullptr);
+    /** Initialise the kernel's tensor and filling value
+     *
+     * @param[in]     compile_context The compile context to be used.
+     * @param[in,out] tensor          Input tensor to fill. Supported data types: All.
+     * @param[in]     constant_value  The value used to fill the planes of the tensor
+     * @param[in]     window          Window to be used in case setting only part of a tensor. Default is nullptr.
+     */
+    void configure(const CLCompileContext &compile_context, ICLTensor *tensor, const PixelValue &constant_value, Window *window = nullptr);
+    /** Static function to check if given info will lead to a valid configuration of @ref CLMemsetKernel
+     *
+     * @param[in] tensor         Source tensor info. Data types supported: All.
+     * @param[in] constant_value The value used to fill the planes of the tensor
+     * @param[in] window         Window to be used in case setting only part of a tensor. Default is nullptr.
+     *
+     * @return a status
+     */
+    static Status validate(const ITensorInfo *tensor, const PixelValue &constant_value, Window *window = nullptr);
+
+    // Inherited methods overridden:
+    void run(const Window &window, cl::CommandQueue &queue) override;
+
+private:
+    ICLTensor *_tensor;
+    Window     _full_window;
+};
+} // namespace arm_compute
+#endif /*ARM_COMPUTE_CLMEMSETRKERNEL_H */