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diff --git a/arm_compute/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.h b/arm_compute/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.h
deleted file mode 100644
index e3dda67a8a..0000000000
--- a/arm_compute/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.h
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * Copyright (c) 2017-2019 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_GCDROPOUTLAYERKERNEL_H
-#define ARM_COMPUTE_GCDROPOUTLAYERKERNEL_H
-
-#include "arm_compute/core/GLES_COMPUTE/IGCKernel.h"
-
-namespace arm_compute
-{
-class IGCTensor;
-
-/** Interface for the dropout layer kernel.
- *
- * Dropout is used to improve over-fit on neural networks.
- *
- */
-class GCDropoutLayerKernel : public IGCKernel
-{
-public:
- /** Default constructor */
- GCDropoutLayerKernel();
-
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- GCDropoutLayerKernel(const GCDropoutLayerKernel &) = delete;
-
- /** Prevent instances of this class from being copied (As this class contains pointers) */
- GCDropoutLayerKernel &operator=(const GCDropoutLayerKernel &) = delete;
-
- /** Allow instances of this class to be moved */
- GCDropoutLayerKernel(GCDropoutLayerKernel &&) = default;
-
- /** Allow instances of this class to be moved */
- GCDropoutLayerKernel &operator=(GCDropoutLayerKernel &&) = default;
-
- /** Set the input and output of the kernel.
- *
- * @param[in] input The input tensor for this op. Data types supported: F16/F32
- * @param[out] mask The mask tensor. Data types supported: Same as @p input
- * @param[out] output The output tensor. Data types supported: Same as @p input
- * @param[in] ratio Dropout ratio
- * @param[in] forward Forward or backward propagation
- *
- */
- void configure(const IGCTensor *input, IGCTensor *mask, IGCTensor *output, float ratio, bool forward);
-
- // Inherited methods overridden:
- void run(const Window &window) override;
-
-private:
- const IGCTensor *_input;
- IGCTensor *_mask;
- IGCTensor *_output;
- unsigned int _num_elems_processed_per_iteration;
-};
-}
-
-#endif /*ARM_COMPUTE_GCDROPOUTLAYERKERNEL_H */