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diff --git a/arm_compute/graph2/nodes/DepthwiseConvolutionLayerNode.h b/arm_compute/graph2/nodes/DepthwiseConvolutionLayerNode.h
deleted file mode 100644
index d5b8e34554..0000000000
--- a/arm_compute/graph2/nodes/DepthwiseConvolutionLayerNode.h
+++ /dev/null
@@ -1,84 +0,0 @@
-/*
- * Copyright (c) 2018 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_GRAPH2_DEPTHWISE_CONVOLUTION_LAYER_NODE_H__
-#define __ARM_COMPUTE_GRAPH2_DEPTHWISE_CONVOLUTION_LAYER_NODE_H__
-
-#include "arm_compute/graph2/INode.h"
-
-namespace arm_compute
-{
-namespace graph2
-{
-/** Depthwise Convolution Layer node */
-class DepthwiseConvolutionLayerNode final : public INode
-{
-public:
-    /** Constructor
-     *
-     * @param[in] info   Convolution layer attributes
-     * @param[in] method Depthwise convolution method to use
-     */
-    DepthwiseConvolutionLayerNode(PadStrideInfo info, DepthwiseConvolutionMethod method = DepthwiseConvolutionMethod::DEFAULT);
-    /** Sets the depthwise convolution method to use
-     *
-     * @param[in] method Depthwise convolution method to use
-     */
-    void set_depthwise_convolution_method(DepthwiseConvolutionMethod method);
-    /** Depthwise convolution layer method accessor
-     *
-     * @note This is an indication on which depthwise implementation to use,
-     *       if it fails to be created the generic approach will be used
-     *
-     * @return Depthwise convolution layer method do be used by the node
-     */
-    DepthwiseConvolutionMethod depthwise_convolution_method() const;
-    /** Convolution metadata accessor
-     *
-     * @return Convolution information
-     */
-    PadStrideInfo convolution_info() const;
-    /** Computes depthwise convolution output shape
-     *
-     * @param[in] input_shape   Input shape
-     * @param[in] weights_shape Weights shape
-     * @param[in] info          Convolution operation attributes
-     *
-     * @return Output shape
-     */
-    static TensorShape compute_output_shape(TensorShape input_shape, TensorShape weights_shape, PadStrideInfo info);
-
-    // Inherited overridden methods:
-    Status           validate() override;
-    NodeType         type() const override;
-    bool             forward_descriptors() override;
-    TensorDescriptor configure_output(size_t idx) const override;
-    void accept(INodeVisitor &v) override;
-
-private:
-    PadStrideInfo              _info;
-    DepthwiseConvolutionMethod _method;
-};
-} // namespace graph2
-} // namespace arm_compute
-#endif /* __ARM_COMPUTE_GRAPH2_DEPTHWISE_CONVOLUTION_LAYER_NODE_H__ */