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diff --git a/tests/datasets/LocallyConnectedDataset.h b/tests/datasets/LocallyConnectedDataset.h
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index cc2fa88f02..0000000000
--- a/tests/datasets/LocallyConnectedDataset.h
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@@ -1,79 +0,0 @@
-/*
- * Copyright (c) 2017-2018 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_TEST_LOCALLYCONNECTED_DATASET
-#define ARM_COMPUTE_TEST_LOCALLYCONNECTED_DATASET
-
-#include "utils/TypePrinter.h"
-
-#include "arm_compute/core/TensorShape.h"
-#include "arm_compute/core/Types.h"
-
-#include "tests/datasets/ConvolutionLayerDataset.h"
-
-namespace arm_compute
-{
-namespace test
-{
-namespace datasets
-{
-class SmallLocallyConnectedDataset final : public ConvolutionLayerDataset
-{
-public:
-    SmallLocallyConnectedDataset()
-    {
-        // Batch size 1
-        add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 3U, 5U, 21U, 275U), TensorShape(21U, 275U), TensorShape(11U, 25U, 21U), PadStrideInfo(2, 1, 0, 0));
-        add_config(TensorShape(17U, 31U, 2U), TensorShape(5U, 5U, 2U, 19U, 225U), TensorShape(19U, 225U), TensorShape(15U, 15U, 19U), PadStrideInfo(1, 2, 1, 1));
-        add_config(TensorShape(17U, 31U, 2U), TensorShape(5U, 3U, 2U, 19U, 240U), TensorShape(19U, 240U), TensorShape(15U, 16U, 19U), PadStrideInfo(1, 2, 1, 1));
-        // Batch size 4
-        add_config(TensorShape(23U, 27U, 5U, 4U), TensorShape(3U, 3U, 5U, 21U, 275U), TensorShape(21U, 275U), TensorShape(11U, 25U, 21U, 4U), PadStrideInfo(2, 1, 0, 0));
-        add_config(TensorShape(17U, 31U, 2U, 4U), TensorShape(5U, 5U, 2U, 19U, 225U), TensorShape(19U, 225U), TensorShape(15U, 15U, 19U, 4U), PadStrideInfo(1, 2, 1, 1));
-        add_config(TensorShape(17U, 31U, 2U, 4U), TensorShape(5U, 3U, 2U, 19U, 240U), TensorShape(19U, 240U), TensorShape(15U, 16U, 19U, 4U), PadStrideInfo(1, 2, 1, 1));
-        // FC convolution
-        add_config(TensorShape(1U, 1U, 1024U), TensorShape(1U, 1U, 1024U, 1001U, 1U), TensorShape(1001U, 1U), TensorShape(1U, 1U, 1001U), PadStrideInfo(1, 1, 0, 0));
-    }
-};
-
-class LargeLocallyConnectedDataset final : public ConvolutionLayerDataset
-{
-public:
-    LargeLocallyConnectedDataset()
-    {
-        // Batch size 1
-        add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 1U, 5U, 21U, 297U), TensorShape(21U, 297U), TensorShape(11U, 27U, 21U), PadStrideInfo(2, 1, 0, 0));
-        add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 5U, 7U, 16U, 132U), TensorShape(16U, 132U), TensorShape(11U, 12U, 16U), PadStrideInfo(3, 2, 1, 0));
-        add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U, 16U, 121U), TensorShape(16U, 121U), TensorShape(11U, 11U, 16U), PadStrideInfo(3, 2, 1, 0));
-        // Batch size 4
-        add_config(TensorShape(23U, 27U, 5U, 4U), TensorShape(3U, 1U, 5U, 21U, 297U), TensorShape(21U, 297U), TensorShape(11U, 27U, 21U, 4U), PadStrideInfo(2, 1, 0, 0));
-        add_config(TensorShape(33U, 27U, 7U, 4U), TensorShape(5U, 5U, 7U, 16U, 132U), TensorShape(16U, 132U), TensorShape(11U, 12U, 16U, 4U), PadStrideInfo(3, 2, 1, 0));
-        add_config(TensorShape(33U, 27U, 7U, 4U), TensorShape(5U, 7U, 7U, 16U, 121U), TensorShape(16U, 121U), TensorShape(11U, 11U, 16U, 4U), PadStrideInfo(3, 2, 1, 0));
-        // Arbitrary batch size
-        add_config(TensorShape(33U, 27U, 7U, 5U), TensorShape(5U, 7U, 7U, 16U, 121U), TensorShape(16U, 121U), TensorShape(11U, 11U, 16U, 5U), PadStrideInfo(3, 2, 1, 0));
-    }
-};
-
-} // namespace datasets
-} // namespace test
-} // namespace arm_compute
-#endif /* ARM_COMPUTE_TEST_LOCALLYCONNECTED_DATASET */