diff options
author | Moritz Pflanzer <moritz.pflanzer@arm.com> | 2017-09-01 20:41:12 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:35:24 +0000 |
commit | a09de0c8b2ed0f1481502d3b023375609362d9e3 (patch) | |
tree | e34b56d9ca69b025d7d9b943cc4df59cd458f6cb /tests/validation_new/NEON | |
parent | 5280071b336d53aff94ca3a6c70ebbe6bf03f4c3 (diff) | |
download | ComputeLibrary-a09de0c8b2ed0f1481502d3b023375609362d9e3.tar.gz |
COMPMID-415: Rename and move tests
The boost validation is now "standalone" in validation_old and builds as
arm_compute_validation_old. The new validation builds now as
arm_compute_validation.
Change-Id: Ib93ba848a25680ac60afb92b461d574a0757150d
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86187
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation_new/NEON')
20 files changed, 0 insertions, 2550 deletions
diff --git a/tests/validation_new/NEON/ActivationLayer.cpp b/tests/validation_new/NEON/ActivationLayer.cpp deleted file mode 100644 index bc2fe603fd..0000000000 --- a/tests/validation_new/NEON/ActivationLayer.cpp +++ /dev/null @@ -1,230 +0,0 @@ -/* - * Copyright (c) 2017 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/NEActivationLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ActivationFunctionsDataset.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/ActivationLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Define tolerance of the activation layer. - * - * @param[in] data_type The data type used. - * @param[in] activation The activation function used. - * - * @return Tolerance depending on the activation function. - */ -AbsoluteTolerance<float> tolerance(DataType data_type, ActivationLayerInfo::ActivationFunction activation) -{ - switch(activation) - { - case ActivationLayerInfo::ActivationFunction::LOGISTIC: - case ActivationLayerInfo::ActivationFunction::SOFT_RELU: - case ActivationLayerInfo::ActivationFunction::SQRT: - case ActivationLayerInfo::ActivationFunction::TANH: - switch(data_type) - { - case DataType::QS8: - return AbsoluteTolerance<float>(5.f); - case DataType::QS16: - return AbsoluteTolerance<float>(11.f); - case DataType::F16: - return AbsoluteTolerance<float>(0.01f); - default: - return AbsoluteTolerance<float>(0.00001f); - } - break; - default: - return AbsoluteTolerance<float>(0.f); - } -} - -/** CNN data types */ -const auto CNNDataTypes = framework::dataset::make("DataType", -{ -#ifdef ARM_COMPUTE_ENABLE_FP16 - DataType::F16, -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - DataType::F32, - DataType::QS8, - DataType::QS16, -}); - -/** Input data sets. */ -const auto ActivationDataset = combine(combine(framework::dataset::make("InPlace", { false, true }), datasets::ActivationFunctions()), framework::dataset::make("AlphaBeta", { 0.5f, 1.f })); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(ActivationLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), CNNDataTypes), framework::dataset::make("InPlace", { false, true })), - shape, data_type, in_place) -{ - // Set fixed point position data type allowed - const int fixed_point_position = is_data_type_fixed_point(data_type) ? 3 : 0; - - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type, 1, fixed_point_position); - Tensor dst = create_tensor<Tensor>(shape, data_type, 1, fixed_point_position); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEActivationLayer act_layer; - - if(in_place) - { - act_layer.configure(&src, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::ABS)); - } - else - { - act_layer.configure(&src, &dst, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::ABS)); - } - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src.info()->valid_region(), valid_region); - - if(!in_place) - { - validate(dst.info()->valid_region(), valid_region); - } - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); - validate(src.info()->padding(), padding); - - if(!in_place) - { - validate(dst.info()->padding(), padding); - } -} - -template <typename T> -using NEActivationLayerFixture = ActivationValidationFixture<Tensor, Accessor, NEActivationLayer, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEActivationLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ActivationDataset), - framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEActivationLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ActivationDataset), - framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEActivationLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ActivationDataset), framework::dataset::make("DataType", - DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEActivationLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ActivationDataset), framework::dataset::make("DataType", - DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NEActivationLayerFixedPointFixture = ActivationValidationFixedPointFixture<Tensor, Accessor, NEActivationLayer, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -// We test for fixed point precision [3,5] because [1,2] and [6,7] ranges cause -// overflowing issues in most of the transcendentals functions. -FIXTURE_DATA_TEST_CASE(RunSmall, NEActivationLayerFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ActivationDataset), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 3, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEActivationLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ActivationDataset), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 3, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14 -FIXTURE_DATA_TEST_CASE(RunSmall, NEActivationLayerFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ActivationDataset), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEActivationLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ActivationDataset), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance(_data_type, _function)); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/BitwiseAnd.cpp b/tests/validation_new/NEON/BitwiseAnd.cpp deleted file mode 100644 index 5e6f9000e2..0000000000 --- a/tests/validation_new/NEON/BitwiseAnd.cpp +++ /dev/null @@ -1,94 +0,0 @@ -/* - * Copyright (c) 2017 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/NEBitwiseAnd.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/BitwiseAndFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(BitwiseAnd) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), shape, data_type) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, data_type); - Tensor src2 = create_tensor<Tensor>(shape, data_type); - Tensor dst = create_tensor<Tensor>(shape, data_type); - - ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEBitwiseAnd bitwise_and; - bitwise_and.configure(&src1, &src2, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src1.info()->valid_region(), valid_region); - validate(src2.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); - validate(src1.info()->padding(), padding); - validate(src2.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NEBitwiseAndFixture = BitwiseAndValidationFixture<Tensor, Accessor, NEBitwiseAnd, T>; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEBitwiseAndFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEBitwiseAndFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/BitwiseNot.cpp b/tests/validation_new/NEON/BitwiseNot.cpp deleted file mode 100644 index 3725379404..0000000000 --- a/tests/validation_new/NEON/BitwiseNot.cpp +++ /dev/null @@ -1,90 +0,0 @@ -/* - * Copyright (c) 2017 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/NEBitwiseNot.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/BitwiseNotFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(BitwiseNot) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), shape, data_type) -{ - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type); - Tensor dst = create_tensor<Tensor>(shape, data_type); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEBitwiseNot bitwise_not; - bitwise_not.configure(&src, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); - validate(src.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NEBitwiseNotFixture = BitwiseNotValidationFixture<Tensor, Accessor, NEBitwiseNot, T>; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEBitwiseNotFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEBitwiseNotFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/BitwiseOr.cpp b/tests/validation_new/NEON/BitwiseOr.cpp deleted file mode 100644 index 84ddf8ea47..0000000000 --- a/tests/validation_new/NEON/BitwiseOr.cpp +++ /dev/null @@ -1,94 +0,0 @@ -/* - * Copyright (c) 2017 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/NEBitwiseOr.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/BitwiseOrFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(BitwiseOr) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), shape, data_type) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, data_type); - Tensor src2 = create_tensor<Tensor>(shape, data_type); - Tensor dst = create_tensor<Tensor>(shape, data_type); - - ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEBitwiseOr bitwise_or; - bitwise_or.configure(&src1, &src2, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src1.info()->valid_region(), valid_region); - validate(src2.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); - validate(src1.info()->padding(), padding); - validate(src2.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NEBitwiseOrFixture = BitwiseOrValidationFixture<Tensor, Accessor, NEBitwiseOr, T>; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEBitwiseOrFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEBitwiseOrFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/BitwiseXor.cpp b/tests/validation_new/NEON/BitwiseXor.cpp deleted file mode 100644 index 5a5a650295..0000000000 --- a/tests/validation_new/NEON/BitwiseXor.cpp +++ /dev/null @@ -1,94 +0,0 @@ -/* - * Copyright (c) 2017 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/NEBitwiseXor.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/BitwiseXorFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(BitwiseXor) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), shape, data_type) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, data_type); - Tensor src2 = create_tensor<Tensor>(shape, data_type); - Tensor dst = create_tensor<Tensor>(shape, data_type); - - ARM_COMPUTE_EXPECT(src1.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(src2.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEBitwiseXor bitwise_xor; - bitwise_xor.configure(&src1, &src2, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src1.info()->valid_region(), valid_region); - validate(src2.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); - validate(src1.info()->padding(), padding); - validate(src2.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NEBitwiseXorFixture = BitwiseXorValidationFixture<Tensor, Accessor, NEBitwiseXor, T>; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEBitwiseXorFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEBitwiseXorFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/ConvolutionLayer.cpp b/tests/validation_new/NEON/ConvolutionLayer.cpp deleted file mode 100644 index 1efff02428..0000000000 --- a/tests/validation_new/NEON/ConvolutionLayer.cpp +++ /dev/null @@ -1,192 +0,0 @@ -/* - * Copyright (c) 2017 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/NEConvolutionLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/LargeConvolutionLayerDataset.h" -#include "tests/datasets_new/SmallConvolutionLayerDataset.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/ConvolutionLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -const AbsoluteTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F32 */ -#ifdef ARM_COMPUTE_ENABLE_FP16 -const AbsoluteTolerance<float> tolerance_f16(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for DataType::F16 */ -#endif /* ARM_COMPUTE_ENABLE_FP16 */ -const AbsoluteTolerance<float> tolerance_q(1.0f); /**< Tolerance value for comparing reference's output against implementation's output for fixed point data types */ - -/** CNN data types */ -const auto CNNDataTypes = framework::dataset::make("DataType", -{ -#ifdef ARM_COMPUTE_ENABLE_FP16 - DataType::F16, -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - DataType::F32, - DataType::QS8, - DataType::QS16, -}); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(ConvolutionLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::SmallConvolutionLayerDataset(), datasets::LargeConvolutionLayerDataset()), CNNDataTypes), - input_shape, weights_shape, bias_shape, output_shape, info, data_type) -{ - // Set fixed point position data type allowed - int fixed_point_position = is_data_type_fixed_point(data_type) ? 3 : 0; - - // Create tensors - Tensor src = create_tensor<Tensor>(input_shape, data_type, 1, fixed_point_position); - Tensor weights = create_tensor<Tensor>(weights_shape, data_type, 1, fixed_point_position); - Tensor bias = create_tensor<Tensor>(bias_shape, data_type, 1, fixed_point_position); - Tensor dst = create_tensor<Tensor>(output_shape, data_type, 1, fixed_point_position); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(weights.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(bias.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEConvolutionLayer conv; - conv.configure(&src, &weights, &bias, &dst, info); - - // Validate valid region - const ValidRegion src_valid_region = shape_to_valid_region(input_shape); - const ValidRegion weights_valid_region = shape_to_valid_region(weights_shape); - const ValidRegion bias_valid_region = shape_to_valid_region(bias_shape); - const ValidRegion dst_valid_region = shape_to_valid_region(output_shape); - - validate(src.info()->valid_region(), src_valid_region); - validate(weights.info()->valid_region(), weights_valid_region); - validate(bias.info()->valid_region(), bias_valid_region); - validate(dst.info()->valid_region(), dst_valid_region); - - // Validate padding - //TODO(COMPMID-415) Need to validate padding? -} - -template <typename T> -using NEConvolutionLayerFixture = ConvolutionValidationFixture<Tensor, Accessor, NEConvolutionLayer, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallConvolutionLayerDataset(), - framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeConvolutionLayerDataset(), - framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallConvolutionLayerDataset(), framework::dataset::make("DataType", - DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeConvolutionLayerDataset(), framework::dataset::make("DataType", - DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NEConvolutionLayerFixedPointFixture = ConvolutionValidationFixedPointFixture<Tensor, Accessor, NEConvolutionLayer, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -// We test for fixed point precision [4,6] -FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionLayerFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallConvolutionLayerDataset(), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 4, 7))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeConvolutionLayerDataset(), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 4, 7))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -// Testing for fixed point position [1,14) -FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionLayerFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallConvolutionLayerDataset(), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeConvolutionLayerDataset(), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/DepthConcatenateLayer.cpp b/tests/validation_new/NEON/DepthConcatenateLayer.cpp deleted file mode 100644 index d6400d2df5..0000000000 --- a/tests/validation_new/NEON/DepthConcatenateLayer.cpp +++ /dev/null @@ -1,125 +0,0 @@ -/* - * Copyright (c) 2017 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/NEDepthConcatenate.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/DepthConcatenateLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(DepthConcatenateLayer) - -//TODO(COMPMID-415): Add configuration test? - -template <typename T> -using NEDepthConcatenateLayerFixture = DepthConcatenateValidationFixture<Tensor, Accessor, NEDepthConcatenate, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConcatenateLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", - DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConcatenateLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType", - DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), - framework::dataset::make("DataType", - DataType::QS8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConcatenateLayerFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), - framework::dataset::make("DataType", - DataType::QS8))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthConcatenateLayerFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), - framework::dataset::make("DataType", - DataType::QS16))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthConcatenateLayerFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), - framework::dataset::make("DataType", - DataType::QS16))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/DequantizationLayer.cpp b/tests/validation_new/NEON/DequantizationLayer.cpp deleted file mode 100644 index 8b67a14d12..0000000000 --- a/tests/validation_new/NEON/DequantizationLayer.cpp +++ /dev/null @@ -1,100 +0,0 @@ -/* - * Copyright (c) 2017 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/NEDequantizationLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/DequantizationLayerFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -constexpr AbsoluteTolerance<float> tolerance_f32(0.001f); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(DequantizationLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), framework::dataset::make("DataType", DataType::U8)), shape, data_type) -{ - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type); - Tensor dst = create_tensor<Tensor>(shape, DataType::F32); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - float min = 0.f; - float max = 0.f; - NEDequantizationLayer dequant_layer; - dequant_layer.configure(&src, &dst, &min, &max); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 8).required_padding(); - validate(src.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NEDequantizationLayerFixture = DequantizationValidationFixture<Tensor, Accessor, NEDequantizationLayer, T>; - -TEST_SUITE(Integer) -TEST_SUITE(U8) -FIXTURE_DATA_TEST_CASE(RunSmall, NEDequantizationLayerFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEDequantizationLayerFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType", DataType::U8))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/DirectConvolutionLayer.cpp b/tests/validation_new/NEON/DirectConvolutionLayer.cpp deleted file mode 100644 index 68cbe54b32..0000000000 --- a/tests/validation_new/NEON/DirectConvolutionLayer.cpp +++ /dev/null @@ -1,149 +0,0 @@ -/* - * Copyright (c) 2017 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/NEDirectConvolutionLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/DirectConvolutionLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -constexpr AbsoluteTolerance<float> tolerance_qs(1.f); /**< Tolerance for fixed point tests */ -#ifdef ARM_COMPUTE_ENABLE_FP16 -constexpr AbsoluteTolerance<float> tolerance_fp16(0.01f); /**< Tolerance for half precision floating point tests */ -#endif /* ARM_COMPUTE_ENABLE_FP16 */ -constexpr AbsoluteTolerance<float> tolerance_fp32(0.001f); /**< Tolerance for floating point tests */ - -/** Direct convolution data set. */ -const auto data_pad_f32 = concat(concat(combine(framework::dataset::make("PadX", 0), - combine(framework::dataset::make("PadY", 0), - framework::dataset::make("KernelSize", 1))), - combine(framework::dataset::make("PadX", 0, 2), - combine(framework::dataset::make("PadY", 0, 2), - framework::dataset::make("KernelSize", 3)))), - combine(framework::dataset::make("PadX", 0, 3), - combine(framework::dataset::make("PadY", 0, 3), - framework::dataset::make("KernelSize", 5)))); - -const auto data_pad_qs8 = concat(combine(framework::dataset::make("PadX", 0), - combine(framework::dataset::make("PadY", 0), - framework::dataset::make("KernelSize", 1))), - combine(framework::dataset::make("PadX", 0, 2), - combine(framework::dataset::make("PadY", 0, 2), - framework::dataset::make("KernelSize", 3)))); - -const auto data_f32 = combine(datasets::SmallDirectConvolutionShapes(), - combine(framework::dataset::make("StrideX", 1, 3), - combine(framework::dataset::make("StrideY", 1, 3), - combine(data_pad_f32, - framework::dataset::make("NumKernels", { 1, 4, 8, 16 }))))); - -const auto data_qs8 = combine(datasets::SmallDirectConvolutionShapes(), - combine(framework::dataset::make("StrideX", 1, 3), - combine(framework::dataset::make("StrideY", 1, 3), - combine(data_pad_qs8, - framework::dataset::make("NumKernels", { 1, 4, 8, 16 }))))); - -/** Direct convolution QS16 data set. */ -const auto data_qs16 = combine(datasets::SmallDirectConvolutionShapes(), - combine(framework::dataset::make("StrideX", 1, 3), - combine(framework::dataset::make("StrideY", 1, 3), - combine(framework::dataset::make("PadX", 0), - combine(framework::dataset::make("PadY", 0), - combine(framework::dataset::make("KernelSize", 1), - framework::dataset::make("NumKernels", { 1, 4, 8, 16 }))))))); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(DirectConvolutionLayer) - -//TODO(COMPMID-415): Configuration tests? - -template <typename T> -using NEDirectConvolutionLayerFixture = DirectConvolutionValidationFixture<Tensor, Accessor, NEDirectConvolutionLayer, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(Run, NEDirectConvolutionLayerFixture<half_float::half>, framework::DatasetMode::ALL, combine(data_f32, framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fp16); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(Run, NEDirectConvolutionLayerFixture<float>, framework::DatasetMode::ALL, combine(data_f32, framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fp32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NEDirectConvolutionLayerFixedPointFixture = DirectConvolutionValidationFixedPointFixture<Tensor, Accessor, NEDirectConvolutionLayer, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -// We test for fixed point precision [4,6] -FIXTURE_DATA_TEST_CASE(Run, NEDirectConvolutionLayerFixedPointFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(data_qs8, framework::dataset::make("DataType", DataType::QS8)), - framework::dataset::make("FractionalBits", 4, 7))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -// We test for fixed point precision [4,13] -FIXTURE_DATA_TEST_CASE(Run, NEDirectConvolutionLayerFixedPointFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(data_qs16, framework::dataset::make("DataType", DataType::QS16)), - framework::dataset::make("FractionalBits", 4, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/Floor.cpp b/tests/validation_new/NEON/Floor.cpp deleted file mode 100644 index e100c3035b..0000000000 --- a/tests/validation_new/NEON/Floor.cpp +++ /dev/null @@ -1,66 +0,0 @@ -/* - * Copyright (c) 2017 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/NEFloor.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/FloorFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(Floor) - -template <typename T> -using NEFloorFixture = FloorValidationFixture<Tensor, Accessor, NEFloor, T>; - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEFloorFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEFloorFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference); -} -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/FullyConnectedLayer.cpp b/tests/validation_new/NEON/FullyConnectedLayer.cpp deleted file mode 100644 index e859fb3872..0000000000 --- a/tests/validation_new/NEON/FullyConnectedLayer.cpp +++ /dev/null @@ -1,211 +0,0 @@ -/* - * Copyright (c) 2017 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/NEFullyConnectedLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/FullyConnectedLayerDataset.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/FullyConnectedLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -constexpr AbsoluteTolerance<float> tolerance_f32(0.001f); -#ifdef ARM_COMPUTE_ENABLE_FP16 -constexpr AbsoluteTolerance<float> tolerance_f16(0.01f); -#endif /* ARM_COMPUTE_ENABLE_FP16*/ -/** Tolerance for fixed point operations */ -constexpr AbsoluteTolerance<float> tolerance_fixed_point(1.f); - -/** CNN data types */ -const auto CNNDataTypes = framework::dataset::make("DataType", -{ -#ifdef ARM_COMPUTE_ENABLE_FP16 - DataType::F16, -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - DataType::F32, - DataType::QS8, - DataType::QS16, -}); - -const auto FullyConnectedParameters = combine(framework::dataset::make("TransposeWeights", { false, true }), framework::dataset::make("ReshapeWeights", { false, true })); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(FullyConnectedLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(framework::dataset::concat(datasets::SmallFullyConnectedLayerDataset(), datasets::LargeFullyConnectedLayerDataset()), - FullyConnectedParameters), - CNNDataTypes), - src_shape, weights_shape, bias_shape, dst_shape, transpose_weights, reshape_weights, data_type) -{ - // Set fixed point position data type allowed - int fixed_point_position = is_data_type_fixed_point(data_type) ? 3 : 0; - - TensorShape ws(weights_shape); - - // Transpose weights if not done in the function - if(!reshape_weights || !transpose_weights) - { - const size_t shape_x = ws.x(); - ws.set(0, ws.y()); - ws.set(1, shape_x); - - // Weights have to be passed reshaped - // Transpose 1xW for batched version - if(!reshape_weights && dst_shape.y() > 1) - { - const float transpose_width = 16.0f / data_size_from_type(data_type); - const size_t shape_x = ws.x(); - ws.set(0, ws.y() * static_cast<unsigned int>(transpose_width)); - ws.set(1, static_cast<unsigned int>(std::ceil(shape_x / transpose_width))); - } - } - - // Create tensors - Tensor src = create_tensor<Tensor>(src_shape, data_type, 1, fixed_point_position); - Tensor weights = create_tensor<Tensor>(ws, data_type, 1, fixed_point_position); - Tensor bias = create_tensor<Tensor>(bias_shape, data_type, 1, fixed_point_position); - Tensor dst = create_tensor<Tensor>(dst_shape, data_type, 1, fixed_point_position); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(weights.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(bias.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function. - NEFullyConnectedLayer fc; - fc.configure(&src, &weights, &bias, &dst, transpose_weights, !reshape_weights); - - // Validate valid region - const ValidRegion dst_valid_region = shape_to_valid_region(dst_shape); - validate(dst.info()->valid_region(), dst_valid_region); -} - -template <typename T> -using NEFullyConnectedLayerFixture = FullyConnectedLayerValidationFixture<Tensor, Accessor, NEFullyConnectedLayer, T, true>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallFullyConnectedLayerDataset(), FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeFullyConnectedLayerDataset(), FullyConnectedParameters), - framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NEFullyConnectedLayerFixedPointFixture = FullyConnectedLayerValidationFixedPointFixture<Tensor, Accessor, NEFullyConnectedLayer, T, true>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -// Testing for fixed point position [1,6) as reciprocal limits the maximum fixed point position to 5 -FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14 -FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeFullyConnectedLayerDataset(), - FullyConnectedParameters), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/GEMM.cpp b/tests/validation_new/NEON/GEMM.cpp deleted file mode 100644 index 453b183d1e..0000000000 --- a/tests/validation_new/NEON/GEMM.cpp +++ /dev/null @@ -1,170 +0,0 @@ -/* - * Copyright (c) 2017 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/NEGEMM.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/LargeGEMMDataset.h" -#include "tests/datasets_new/SmallGEMMDataset.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/GEMMFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -constexpr AbsoluteTolerance<float> tolerance_f(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for floating point data types */ -constexpr AbsoluteTolerance<float> tolerance_q(1.0f); /**< Tolerance value for comparing reference's output against implementation's output for fixed point data types */ - -/** CNN data types */ -const auto CNNDataTypes = framework::dataset::make("DataType", -{ -#ifdef ARM_COMPUTE_ENABLE_FP16 - DataType::F16, -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - DataType::F32, - DataType::QS8, - DataType::QS16, -}); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(GEMM) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(framework::dataset::concat(datasets::SmallGEMMDataset(), datasets::LargeGEMMDataset()), CNNDataTypes), - shape_a, shape_b, shape_c, output_shape, alpha, beta, data_type) -{ - // Set fixed point position data type allowed - const int fixed_point_position = is_data_type_fixed_point(data_type) ? 3 : 0; - - // Create tensors - Tensor a = create_tensor<Tensor>(shape_a, data_type, 1, fixed_point_position); - Tensor b = create_tensor<Tensor>(shape_b, data_type, 1, fixed_point_position); - Tensor c = create_tensor<Tensor>(shape_c, data_type, 1, fixed_point_position); - Tensor dst = create_tensor<Tensor>(output_shape, data_type, 1, fixed_point_position); - - ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(c.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEGEMM gemm; - gemm.configure(&a, &b, &c, &dst, alpha, beta); - - //TODO(COMPMID-415): Validate valid region -} - -template <typename T> -using NEGEMMFixture = GEMMValidationFixture<Tensor, Accessor, NEGEMM, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallGEMMDataset(), framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEGEMMFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeGEMMDataset(), framework::dataset::make("DataType", - DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallGEMMDataset(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEGEMMFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeGEMMDataset(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NEGEMMFixedPointFixture = GEMMValidationFixedPointFixture<Tensor, Accessor, NEGEMM, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallGEMMDataset(), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 7))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEGEMMFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeGEMMDataset(), - framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 7))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEGEMMFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallGEMMDataset(), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEGEMMFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeGEMMDataset(), - framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_q); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/L2Normalize.cpp b/tests/validation_new/NEON/L2Normalize.cpp deleted file mode 100644 index 20804d2a94..0000000000 --- a/tests/validation_new/NEON/L2Normalize.cpp +++ /dev/null @@ -1,75 +0,0 @@ -/* - * Copyright (c) 2017 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/NEL2Normalize.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/L2NormalizeFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -constexpr RelativeTolerance tolerance_f32(0.00001f); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(L2Normalize) - -template <typename T> -using NEL2NormalizeFixture = L2NormalizeValidationFixture<Tensor, Accessor, NEL2Normalize, T>; - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEL2NormalizeFixture<float>, framework::DatasetMode::PRECOMMIT, - combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0 })), framework::dataset::make("Epsilon", { 1e-12 }))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} - -FIXTURE_DATA_TEST_CASE(RunLarge, NEL2NormalizeFixture<float>, framework::DatasetMode::NIGHTLY, - combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0 })), framework::dataset::make("Epsilon", { 1e-12 }))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/MeanStdDev.cpp b/tests/validation_new/NEON/MeanStdDev.cpp deleted file mode 100644 index 6214261afb..0000000000 --- a/tests/validation_new/NEON/MeanStdDev.cpp +++ /dev/null @@ -1,93 +0,0 @@ -/* - * Copyright (c) 2017 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/runtime/NEON/functions/NEMeanStdDev.h" -#include "framework/Macros.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/MeanStdDevFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -constexpr RelativeTolerance tolerance_rel_high_error(0.05f); -constexpr RelativeTolerance tolerance_rel_low_error(0.0005f); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(MeanStdDev) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), framework::dataset::make("DataType", DataType::U8)), shape, data_type) -{ - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type); - - // Create output variables - float mean = 0.f; - float std_dev = 0.f; - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create configure function - NEMeanStdDev mean_std_dev_image; - mean_std_dev_image.configure(&src, &mean, &std_dev); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 16).required_padding(); - validate(src.info()->padding(), padding); -} - -template <typename T> -using NEMeanStdDevFixture = MeanStdDevValidationFixture<Tensor, Accessor, NEMeanStdDev, T>; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEMeanStdDevFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate mean output - validate(_target.first, _reference.first); - - // Validate std_dev output - validate(_target.second, _reference.second, tolerance_rel_high_error); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEMeanStdDevFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType", - DataType::U8))) -{ - // Validate mean output - validate(_target.first, _reference.first, tolerance_rel_low_error); - - // Validate std_dev output - validate(_target.second, _reference.second, tolerance_rel_high_error); -} - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/NormalizationLayer.cpp b/tests/validation_new/NEON/NormalizationLayer.cpp deleted file mode 100644 index 1da2ed0874..0000000000 --- a/tests/validation_new/NEON/NormalizationLayer.cpp +++ /dev/null @@ -1,144 +0,0 @@ -/* - * Copyright (c) 2017 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/NENormalizationLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/NormalizationTypesDataset.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/NormalizationLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -#ifdef ARM_COMPUTE_ENABLE_FP16 -constexpr AbsoluteTolerance<float> tolerance_f16(0.001f); -#endif /* ARM_COMPUTE_ENABLE_FP16 */ -constexpr AbsoluteTolerance<float> tolerance_f32(0.00001f); -/** Tolerance for fixed point operations */ -constexpr AbsoluteTolerance<int8_t> tolerance_qs8(2); -constexpr AbsoluteTolerance<int16_t> tolerance_qs16(3); - -/** Input data set. */ -const auto NormalizationDataset = combine(combine(combine(datasets::SmallShapes(), datasets::NormalizationTypes()), framework::dataset::make("NormalizationSize", 3, 9, 2)), - framework::dataset::make("Beta", { 0.5f, 1.f, 2.f })); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(NormalizationLayer) - -//TODO(COMPMID-415): Missing configuration? - -template <typename T> -using NENormalizationLayerFixture = NormalizationValidationFixture<Tensor, Accessor, NENormalizationLayer, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NENormalizationLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(NormalizationDataset, framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NENormalizationLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(NormalizationDataset, framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NENormalizationLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(NormalizationDataset, framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NENormalizationLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(NormalizationDataset, framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NENormalizationLayerFixedPointFixture = NormalizationValidationFixedPointFixture<Tensor, Accessor, NENormalizationLayer, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -// Testing for fixed point position [1,6) as reciprocal limits the maximum fixed point position to 5 -FIXTURE_DATA_TEST_CASE(RunSmall, NENormalizationLayerFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(NormalizationDataset, framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs8); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NENormalizationLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(NormalizationDataset, framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs8); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14 -FIXTURE_DATA_TEST_CASE(RunSmall, NENormalizationLayerFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(NormalizationDataset, framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NENormalizationLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(NormalizationDataset, framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs16); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/PoolingLayer.cpp b/tests/validation_new/NEON/PoolingLayer.cpp deleted file mode 100644 index 20fce3d73a..0000000000 --- a/tests/validation_new/NEON/PoolingLayer.cpp +++ /dev/null @@ -1,148 +0,0 @@ -/* - * Copyright (c) 2017 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/NEPoolingLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/PoolingTypesDataset.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/PoolingLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Input data set for float data types */ -const auto PoolingLayerDatasetFP = combine(combine(datasets::PoolingTypes(), framework::dataset::make("PoolingSize", { 2, 3, 7 })), - framework::dataset::make("PadStride", { PadStrideInfo(1, 1, 0, 0), PadStrideInfo(2, 1, 0, 0), PadStrideInfo(1, 2, 1, 1), PadStrideInfo(2, 2, 1, 0) })); - -/** Input data set for quantized data types */ -const auto PoolingLayerDatasetQS = combine(combine(datasets::PoolingTypes(), framework::dataset::make("PoolingSize", { 2, 3 })), - framework::dataset::make("PadStride", { PadStrideInfo(1, 1, 0, 0), PadStrideInfo(2, 1, 0, 0), PadStrideInfo(1, 2, 1, 1), PadStrideInfo(2, 2, 1, 0) })); - -constexpr AbsoluteTolerance<float> tolerance_f32(0.001f); /**< Tolerance value for comparing reference's output against implementation's output for float types */ -#ifdef ARM_COMPUTE_ENABLE_FP16 -constexpr AbsoluteTolerance<float> tolerance_f16(0.01f); /**< Tolerance value for comparing reference's output against implementation's output for float types */ -#endif /* ARM_COMPUTE_ENABLE_FP16 */ -constexpr AbsoluteTolerance<float> tolerance_qs8(0); /**< Tolerance value for comparing reference's output against implementation's output for quantized input */ -constexpr AbsoluteTolerance<float> tolerance_qs16(0); /**< Tolerance value for comparing reference's output against implementation's output for quantized input */ -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(PoolingLayer) - -//TODO(COMPMID-415): Configuration tests? - -template <typename T> -using NEPoolingLayerFixture = PoolingLayerValidationFixture<Tensor, Accessor, NEPoolingLayer, T>; - -TEST_SUITE(Float) -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFP, framework::dataset::make("DataType", - DataType::F32)))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEPoolingLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), combine(PoolingLayerDatasetFP, framework::dataset::make("DataType", - DataType::F32)))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() - -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixture<half_float::half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), combine(PoolingLayerDatasetFP, - framework::dataset::make("DataType", DataType::F16)))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEPoolingLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), combine(PoolingLayerDatasetFP, - framework::dataset::make("DataType", DataType::F16)))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ -TEST_SUITE_END() - -template <typename T> -using NEPoolingLayerFixedPointFixture = PoolingLayerValidationFixedPointFixture<Tensor, Accessor, NEPoolingLayer, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixedPointFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetQS, - framework::dataset::make("DataType", DataType::QS8))), - framework::dataset::make("FractionalBits", 1, 5))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs8); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEPoolingLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), combine(PoolingLayerDatasetQS, - framework::dataset::make("DataType", DataType::QS8))), - framework::dataset::make("FractionalBits", 1, 5))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs8); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEPoolingLayerFixedPointFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), combine(PoolingLayerDatasetQS, - framework::dataset::make("DataType", DataType::QS16))), - framework::dataset::make("FractionalBits", 1, 13))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEPoolingLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), combine(PoolingLayerDatasetQS, - framework::dataset::make("DataType", DataType::QS16))), - framework::dataset::make("FractionalBits", 1, 13))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_qs16); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/QuantizationLayer.cpp b/tests/validation_new/NEON/QuantizationLayer.cpp deleted file mode 100644 index 8b2acd6331..0000000000 --- a/tests/validation_new/NEON/QuantizationLayer.cpp +++ /dev/null @@ -1,98 +0,0 @@ -/* - * Copyright (c) 2017 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/NEQuantizationLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/QuantizationLayerFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for quantization */ -constexpr AbsoluteTolerance<uint8_t> tolerance_u8(1); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(QuantizationLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::Small2DShapes(), datasets::Large2DShapes()), framework::dataset::make("DataType", DataType::F32)), shape, data_type) -{ - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type); - Tensor dst = create_tensor<Tensor>(shape, DataType::U8); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEQuantizationLayer quant_layer; - quant_layer.configure(&src, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const PaddingSize padding = PaddingCalculator(shape.x(), 8).required_padding(); - validate(src.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NEQuantizationLayerFixture = QuantizationValidationFixture<Tensor, Accessor, NEQuantizationLayer, T>; - -TEST_SUITE(Float) -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEQuantizationLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::Small2DShapes(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_u8); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEQuantizationLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::Large2DShapes(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_u8); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/ReductionOperation.cpp b/tests/validation_new/NEON/ReductionOperation.cpp deleted file mode 100644 index 4048af09e7..0000000000 --- a/tests/validation_new/NEON/ReductionOperation.cpp +++ /dev/null @@ -1,75 +0,0 @@ -/* - * Copyright (c) 2017 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/NEReductionOperation.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ReductionOperationDataset.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/ReductionOperationFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -constexpr RelativeTolerance tolerance_f32(0.00001f); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(ReductionOperation) - -template <typename T> -using NEReductionOperationFixture = ReductionOperationValidationFixture<Tensor, Accessor, NEReductionOperation, T>; - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEReductionOperationFixture<float>, framework::DatasetMode::PRECOMMIT, - combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0 })), datasets::ReductionOperations())) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEReductionOperationFixture<float>, framework::DatasetMode::NIGHTLY, - combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0 })), datasets::ReductionOperations())) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/Scale.cpp b/tests/validation_new/NEON/Scale.cpp deleted file mode 100644 index 1036f98c23..0000000000 --- a/tests/validation_new/NEON/Scale.cpp +++ /dev/null @@ -1,127 +0,0 @@ -/* - * Copyright (c) 2017 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/Helpers.h" -#include "arm_compute/core/Types.h" -#include "arm_compute/runtime/NEON/functions/NEScale.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/BorderModeDataset.h" -#include "tests/datasets_new/InterpolationPolicyDataset.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Helpers.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/ScaleFixture.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -TEST_SUITE(NEON) -TEST_SUITE(Scale) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), - framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), - datasets::BorderModes()), - shape, data_type, policy, border_mode) -{ - std::mt19937 generator(library->seed()); - std::uniform_real_distribution<float> distribution_float(0.25, 2); - const float scale_x = distribution_float(generator); - const float scale_y = distribution_float(generator); - uint8_t constant_border_value = 0; - if(border_mode == BorderMode::CONSTANT) - { - std::uniform_int_distribution<uint8_t> distribution_u8(0, 255); - constant_border_value = distribution_u8(generator); - } - - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type); - TensorShape shape_scaled(shape); - shape_scaled.set(0, shape[0] * scale_x); - shape_scaled.set(1, shape[1] * scale_y); - Tensor dst = create_tensor<Tensor>(shape_scaled, data_type); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NEScale nescale; - nescale.configure(&src, &dst, policy, border_mode, constant_border_value); - - // Validate valid region - const ValidRegion dst_valid_region = calculate_valid_region_scale(*(src.info()), shape_scaled, policy, BorderSize(1), (border_mode == BorderMode::UNDEFINED)); - - validate(dst.info()->valid_region(), dst_valid_region); - - // Validate padding - PaddingCalculator calculator(shape_scaled.x(), 16); - calculator.set_border_mode(border_mode); - - const PaddingSize read_padding(1); - const PaddingSize write_padding = calculator.required_padding(PaddingCalculator::Option::EXCLUDE_BORDER); - validate(src.info()->padding(), read_padding); - validate(dst.info()->padding(), write_padding); -} - -template <typename T> -using NEScaleFixture = ScaleValidationFixture<Tensor, Accessor, NEScale, T>; - -FIXTURE_DATA_TEST_CASE(RunSmall, NEScaleFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::U8)), - framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), - datasets::BorderModes())) -{ - //Create valid region - TensorInfo src_info(_shape, 1, _data_type); - ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); - - // Validate output - validate(Accessor(_target), _reference, valid_region); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NEScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::U8)), - framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), - datasets::BorderModes())) -{ - //Create valid region - TensorInfo src_info(_shape, 1, _data_type); - ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); - - // Validate output - validate(Accessor(_target), _reference, valid_region); -} - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute diff --git a/tests/validation_new/NEON/SoftmaxLayer.cpp b/tests/validation_new/NEON/SoftmaxLayer.cpp deleted file mode 100644 index 337ee29986..0000000000 --- a/tests/validation_new/NEON/SoftmaxLayer.cpp +++ /dev/null @@ -1,175 +0,0 @@ -/* - * Copyright (c) 2017 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/NESoftmaxLayer.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" -#include "framework/Asserts.h" -#include "framework/Macros.h" -#include "framework/datasets/Datasets.h" -#include "tests/NEON/Accessor.h" -#include "tests/PaddingCalculator.h" -#include "tests/datasets_new/ShapeDatasets.h" -#include "tests/validation_new/Validation.h" -#include "tests/validation_new/fixtures/SoftmaxLayerFixture.h" -#include "tests/validation_new/half.h" - -namespace arm_compute -{ -namespace test -{ -namespace validation -{ -namespace -{ -/** Tolerance for float operations */ -constexpr AbsoluteTolerance<float> tolerance_f32(0.000001f); -#ifdef ARM_COMPUTE_ENABLE_FP16 -constexpr AbsoluteTolerance<float> tolerance_f16(0.0001f); -#endif /* ARM_COMPUTE_ENABLE_FP16*/ -/** Tolerance for fixed point operations */ -constexpr AbsoluteTolerance<int8_t> tolerance_fixed_point(2); - -/** CNN data types */ -const auto CNNDataTypes = framework::dataset::make("DataType", -{ -#ifdef ARM_COMPUTE_ENABLE_FP16 - DataType::F16, -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - DataType::F32, - DataType::QS8, - DataType::QS16, -}); -} // namespace - -TEST_SUITE(NEON) -TEST_SUITE(SoftmaxLayer) - -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), CNNDataTypes), shape, data_type) -{ - // Set fixed point position data type allowed - const int fixed_point_position = is_data_type_fixed_point(data_type) ? 3 : 0; - - // Create tensors - Tensor src = create_tensor<Tensor>(shape, data_type, 1, fixed_point_position); - Tensor dst = create_tensor<Tensor>(shape, data_type, 1, fixed_point_position); - - ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); - ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); - - // Create and configure function - NESoftmaxLayer smx_layer; - smx_layer.configure(&src, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(src.info()->valid_region(), valid_region); - validate(dst.info()->valid_region(), valid_region); - - // Validate padding - const int step = 16 / data_size_from_type(data_type); - const PaddingSize padding = PaddingCalculator(shape.x(), step).required_padding(); - validate(src.info()->padding(), padding); - validate(dst.info()->padding(), padding); -} - -template <typename T> -using NESoftmaxLayerFixture = SoftmaxValidationFixture<Tensor, Accessor, NESoftmaxLayer, T>; - -TEST_SUITE(Float) -#ifdef ARM_COMPUTE_ENABLE_FP16 -TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, NESoftmaxLayerFixture<half_float::half>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NESoftmaxLayerFixture<half_float::half>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F16))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f16); -} -TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, NESoftmaxLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NESoftmaxLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_f32); -} -TEST_SUITE_END() -TEST_SUITE_END() - -template <typename T> -using NESoftmaxLayerFixedPointFixture = SoftmaxValidationFixedPointFixture<Tensor, Accessor, NESoftmaxLayer, T>; - -TEST_SUITE(Quantized) -TEST_SUITE(QS8) -// Testing for fixed point position [1,6) as reciprocal limits the maximum fixed point position to 5 -FIXTURE_DATA_TEST_CASE(RunSmall, NESoftmaxLayerFixedPointFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NESoftmaxLayerFixedPointFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::QS8)), - framework::dataset::make("FractionalBits", 1, 6))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -TEST_SUITE_END() - -TEST_SUITE(QS16) -// Testing for fixed point position [1,14) as reciprocal limits the maximum fixed point position to 14 -FIXTURE_DATA_TEST_CASE(RunSmall, NESoftmaxLayerFixedPointFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -FIXTURE_DATA_TEST_CASE(RunLarge, NESoftmaxLayerFixedPointFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::QS16)), - framework::dataset::make("FractionalBits", 1, 14))) -{ - // Validate output - validate(Accessor(_target), _reference, tolerance_fixed_point); -} -TEST_SUITE_END() -TEST_SUITE_END() - -TEST_SUITE_END() -TEST_SUITE_END() -} // namespace validation -} // namespace test -} // namespace arm_compute |