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diff --git a/tests/validation/NEON/AbsoluteDifference.cpp b/tests/validation/NEON/AbsoluteDifference.cpp
deleted file mode 100644
index a2debccc91..0000000000
--- a/tests/validation/NEON/AbsoluteDifference.cpp
+++ /dev/null
@@ -1,136 +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.
- */
-#include "arm_compute/core/Types.h"
-#include "arm_compute/runtime/NEON/functions/NEAbsoluteDifference.h"
-#include "arm_compute/runtime/Tensor.h"
-#include "arm_compute/runtime/TensorAllocator.h"
-#include "tests/NEON/Accessor.h"
-#include "tests/PaddingCalculator.h"
-#include "tests/datasets/ConvertPolicyDataset.h"
-#include "tests/datasets/ShapeDatasets.h"
-#include "tests/framework/Asserts.h"
-#include "tests/framework/Macros.h"
-#include "tests/framework/datasets/Datasets.h"
-#include "tests/validation/Validation.h"
-#include "tests/validation/fixtures/AbsoluteDifferenceFixture.h"
-
-namespace arm_compute
-{
-namespace test
-{
-namespace validation
-{
-namespace
-{
-/** Input data sets **/
-const auto AbsoluteDifferenceU8Dataset = combine(combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U8)), framework::dataset::make("DataType",
-                                                 DataType::U8));
-const auto AbsoluteDifferenceS16Dataset = combine(combine(framework::dataset::make("DataType", { DataType::U8, DataType::S16 }), framework::dataset::make("DataType", DataType::S16)),
-                                                  framework::dataset::make("DataType", DataType::S16));
-} // namespace
-
-TEST_SUITE(NEON)
-TEST_SUITE(AbsoluteDifference)
-
-template <typename T>
-using NEAbsoluteDifferenceFixture = AbsoluteDifferenceValidationFixture<Tensor, Accessor, NEAbsoluteDifference, T>;
-
-TEST_SUITE(U8)
-DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), AbsoluteDifferenceU8Dataset),
-               shape, data_type0, data_type1, output_data_type)
-{
-    // Create tensors
-    Tensor ref_src1 = create_tensor<Tensor>(shape, data_type0);
-    Tensor ref_src2 = create_tensor<Tensor>(shape, data_type1);
-    Tensor dst      = create_tensor<Tensor>(shape, output_data_type);
-
-    // Create and Configure function
-    NEAbsoluteDifference abs_diff;
-    abs_diff.configure(&ref_src1, &ref_src2, &dst);
-
-    // Validate valid region
-    const ValidRegion valid_region = shape_to_valid_region(shape);
-    validate(dst.info()->valid_region(), valid_region);
-
-    // Validate padding
-    const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding();
-    validate(ref_src1.info()->padding(), padding);
-    validate(ref_src2.info()->padding(), padding);
-    validate(dst.info()->padding(), padding);
-}
-
-FIXTURE_DATA_TEST_CASE(RunSmall, NEAbsoluteDifferenceFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), AbsoluteDifferenceU8Dataset))
-{
-    // Validate output
-    validate(Accessor(_target), _reference);
-}
-FIXTURE_DATA_TEST_CASE(RunLarge, NEAbsoluteDifferenceFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), AbsoluteDifferenceU8Dataset))
-{
-    // Validate output
-    validate(Accessor(_target), _reference);
-}
-TEST_SUITE_END() // U8
-
-TEST_SUITE(S16)
-DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), AbsoluteDifferenceS16Dataset),
-               shape, data_type0, data_type1, output_data_type)
-{
-    // Create tensors
-    Tensor ref_src1 = create_tensor<Tensor>(shape, data_type0);
-    Tensor ref_src2 = create_tensor<Tensor>(shape, data_type1);
-    Tensor dst      = create_tensor<Tensor>(shape, output_data_type);
-
-    // Create and Configure function
-    NEAbsoluteDifference abs_diff;
-    abs_diff.configure(&ref_src1, &ref_src2, &dst);
-
-    // Validate valid region
-    const ValidRegion valid_region = shape_to_valid_region(shape);
-    validate(dst.info()->valid_region(), valid_region);
-
-    // Validate padding
-    const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding();
-    validate(ref_src1.info()->padding(), padding);
-    validate(ref_src2.info()->padding(), padding);
-    validate(dst.info()->padding(), padding);
-}
-
-FIXTURE_DATA_TEST_CASE(RunSmall, NEAbsoluteDifferenceFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), AbsoluteDifferenceS16Dataset))
-{
-    // Validate output
-    validate(Accessor(_target), _reference);
-}
-
-FIXTURE_DATA_TEST_CASE(RunLarge, NEAbsoluteDifferenceFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), AbsoluteDifferenceS16Dataset))
-{
-    // Validate output
-    validate(Accessor(_target), _reference);
-}
-TEST_SUITE_END() // S16
-
-TEST_SUITE_END() // AbsoluteDifference
-TEST_SUITE_END() // NEON
-} // namespace validation
-} // namespace test
-} // namespace arm_compute