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diff --git a/runtimes/libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTransposeConvLayerUpsampleKernel.h b/runtimes/libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTransposeConvLayerUpsampleKernel.h
new file mode 100644
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+++ b/runtimes/libs/ARMComputeEx/arm_compute/core/CL/kernels/CLTransposeConvLayerUpsampleKernel.h
@@ -0,0 +1,85 @@
+/*
+ * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
+ * Copyright (c) 2016-2018 ARM Limited.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+#ifndef __ARM_COMPUTE_CLTRANSPOSECONVLAYERUPSAMPLEKERNEL_H__
+#define __ARM_COMPUTE_CLTRANSPOSECONVLAYERUPSAMPLEKERNEL_H__
+
+#include "arm_compute/core/CL/ICLKernel.h"
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Interface for the Upsampling layer kernel for transpose convolution on OpenCL.
+ */
+class CLTransposeConvLayerUpsampleKernel : public ICLKernel
+{
+public:
+  /** Constructor */
+  CLTransposeConvLayerUpsampleKernel();
+  /** Prevent instances of this class from being copied (As this class contains pointers) */
+  CLTransposeConvLayerUpsampleKernel(const CLTransposeConvLayerUpsampleKernel &) = delete;
+  /** Prevent instances of this class from being copied (As this class contains pointers) */
+  CLTransposeConvLayerUpsampleKernel &
+  operator=(const CLTransposeConvLayerUpsampleKernel &) = delete;
+  /** Default Move Constructor. */
+  CLTransposeConvLayerUpsampleKernel(CLTransposeConvLayerUpsampleKernel &&) = default;
+  /** Default move assignment operator */
+  CLTransposeConvLayerUpsampleKernel &operator=(CLTransposeConvLayerUpsampleKernel &&) = default;
+  /** Default destructor */
+  ~CLTransposeConvLayerUpsampleKernel() = default;
+
+  /** Initialise the kernel's input and output.
+   *
+   * @param[in]  input        Source tensor. Data types supported: QASYMM8/F16/F32.
+   * @param[out] output       Destination tensor. Data types supported: same as @p input. All but
+   * the lowest two dimensions must be the same size as in the input tensor, i.e. scaling is only
+   * performed within the XY-plane.
+   * @param[in]  inner_border Top and right inner border sizes. These rows and columns will be
+   * filled with zero.
+   * @param[in]  info         Contains padding and stride information described in @ref
+   * PadStrideInfo.
+   */
+  void configure(const ICLTensor *input, ICLTensor *output, const BorderSize &inner_border,
+                 const PadStrideInfo &info);
+  /** Static function to check if given info will lead to a valid configuration of @ref
+   * CLTransposeConvLayerUpsample
+   *
+   * @param[in] input        Source tensor info. Data types supported: QASYMM8/F16/F32.
+   * @param[in] output       Destination tensor info. Data types supported: same as @p input. All
+   * but the lowest two dimensions must be the same size as in the input tensor, i.e. scaling is
+   * only performed within the XY-plane.
+   * @param[in] inner_border Top and right inner border sizes. These rows and columns will be filled
+   * with zero.
+   * @param[in] info         Contains padding and stride information described in @ref
+   * PadStrideInfo.
+   *
+   * @return a status
+   */
+  static Status validate(const ITensorInfo *input, const ITensorInfo *output,
+                         const BorderSize &inner_border, const PadStrideInfo &info);
+
+  // Inherited methods overridden:
+  void run(const Window &window, cl::CommandQueue &queue) override;
+
+private:
+  const ICLTensor *_input;
+  ICLTensor *_output;
+  BorderSize _inner_border;
+  PadStrideInfo _info;
+};
+} // namespace arm_compute
+#endif /*__ARM_COMPUTE_CLTRANSPOSECONVLAYERUPSAMPLEKERNEL_H__ */