diff options
Diffstat (limited to 'tests/validation_old/NEON/PixelWiseMultiplication.cpp')
| -rw-r--r-- | tests/validation_old/NEON/PixelWiseMultiplication.cpp | 583 |
1 files changed, 0 insertions, 583 deletions
diff --git a/tests/validation_old/NEON/PixelWiseMultiplication.cpp b/tests/validation_old/NEON/PixelWiseMultiplication.cpp deleted file mode 100644 index f352fc4390..0000000000 --- a/tests/validation_old/NEON/PixelWiseMultiplication.cpp +++ /dev/null @@ -1,583 +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 "NEON/Accessor.h" -#include "PaddingCalculator.h" -#include "Utils.h" -#include "tests/AssetsLibrary.h" -#include "tests/Globals.h" -#include "tests/validation_old/Datasets.h" -#include "tests/validation_old/Reference.h" -#include "tests/validation_old/Validation.h" -#include "utils/TypePrinter.h" - -#include "arm_compute/core/Helpers.h" -#include "arm_compute/core/Types.h" -#include "arm_compute/runtime/NEON/functions/NEPixelWiseMultiplication.h" -#include "arm_compute/runtime/Tensor.h" -#include "arm_compute/runtime/TensorAllocator.h" - -#include "tests/validation_old/boost_wrapper.h" - -#include <random> -#include <string> - -using namespace arm_compute; -using namespace arm_compute::test; -using namespace arm_compute::test::validation; - -namespace -{ -/** Compute Neon pixel-wise multiplication function. - * - * @param[in] shape Shape of the input and output tensors. - * @param[in] dt_in0 Data type of first input tensor. - * @param[in] dt_in1 Data type of second input tensor. - * @param[in] dt_out Data type of the output tensor. - * @param[in] scale Non-negative scale. - * @param[in] convert_policy Overflow policy of the operation. - * @param[in] rounding_policy Rounding policy of the operation. - * @param[in] fixed_point_position (Optional) Fixed point position that expresses the number of bits for the fractional part of the number. - * - * @return Computed output tensor. - */ -Tensor compute_pixel_wise_multiplication(const TensorShape &shape, DataType dt_in0, DataType dt_in1, DataType dt_out, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, - int fixed_point_position = 0) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, dt_in0, 1, fixed_point_position); - Tensor src2 = create_tensor<Tensor>(shape, dt_in1, 1, fixed_point_position); - Tensor dst = create_tensor<Tensor>(shape, dt_out, 1, fixed_point_position); - - // Create and configure function - NEPixelWiseMultiplication multiply; - multiply.configure(&src1, &src2, &dst, scale, convert_policy, rounding_policy); - - // Allocate tensors - src1.allocator()->allocate(); - src2.allocator()->allocate(); - dst.allocator()->allocate(); - - BOOST_TEST(!src1.info()->is_resizable()); - BOOST_TEST(!src2.info()->is_resizable()); - BOOST_TEST(!dst.info()->is_resizable()); - - // Fill tensors - library->fill_tensor_uniform(Accessor(src1), 0); - library->fill_tensor_uniform(Accessor(src2), 1); - - // Compute function - multiply.run(); - - return dst; -} - -void validate_configuration(const Tensor &src1, const Tensor &src2, Tensor &dst, TensorShape shape, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy) -{ - BOOST_TEST(src1.info()->is_resizable()); - BOOST_TEST(src2.info()->is_resizable()); - BOOST_TEST(dst.info()->is_resizable()); - - // Create and configure function - NEPixelWiseMultiplication multiply; - multiply.configure(&src1, &src2, &dst, scale, convert_policy, rounding_policy); - - // 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); -} -} // namespace - -#ifndef DOXYGEN_SKIP_THIS -BOOST_AUTO_TEST_SUITE(NEON) -BOOST_AUTO_TEST_SUITE(PixelWiseMultiplication) - -BOOST_AUTO_TEST_SUITE(U8) -BOOST_AUTO_TEST_SUITE(Scale255) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, DataType::U8); - Tensor src2 = create_tensor<Tensor>(shape, DataType::U8); - Tensor dst = create_tensor<Tensor>(shape, DataType::U8); - - validate_configuration(src1, src2, dst, shape, scale, convert_policy, rounding_policy); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * (1.f / 255.f) * ConvertPolicies() * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, DataType::U8, scale, convert_policy, - rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, - DataType::U8, scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 1.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 1.f, 0.f, std::numeric_limits<uint8_t>::max()); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * (1.f / 255.f) * ConvertPolicies() * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, DataType::U8, scale, convert_policy, - rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, - DataType::U8, scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 1.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 1.f, 0.f, std::numeric_limits<uint8_t>::max()); -} -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE(ScaleOther) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) - * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, scale, convert_policy, rounding_policy) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, DataType::U8); - Tensor src2 = create_tensor<Tensor>(shape, DataType::U8); - Tensor dst = create_tensor<Tensor>(shape, DataType::U8); - - validate_configuration(src1, src2, dst, shape, scale, convert_policy, rounding_policy); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, DataType::U8, scale, convert_policy, - rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, - DataType::U8, scale, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, DataType::U8, scale, convert_policy, - rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::U8, DataType::U8, - DataType::U8, scale, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE(S16) -BOOST_AUTO_TEST_SUITE(Scale255) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ DataType::U8, DataType::S16 }) * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, dt, scale, convert_policy, rounding_policy) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, dt); - Tensor src2 = create_tensor<Tensor>(shape, DataType::S16); - Tensor dst = create_tensor<Tensor>(shape, DataType::S16); - - validate_configuration(src1, src2, dst, shape, scale, convert_policy, rounding_policy); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ DataType::U8, DataType::S16 }) * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, dt, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 2.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 2.f, 0.f, std::numeric_limits<int16_t>::max()); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ DataType::U8, DataType::S16 }) * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, dt, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, - scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 2.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 2.f, 0.f, std::numeric_limits<int16_t>::max()); -} -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE(ScaleOther) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ DataType::U8, DataType::S16 }) * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) - * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, dt, scale, convert_policy, rounding_policy) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, dt); - Tensor src2 = create_tensor<Tensor>(shape, DataType::S16); - Tensor dst = create_tensor<Tensor>(shape, DataType::S16); - - validate_configuration(src1, src2, dst, shape, scale, convert_policy, rounding_policy); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ DataType::U8, DataType::S16 }) * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, dt, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, scale, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ DataType::U8, DataType::S16 }) * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, dt, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, DataType::S16, DataType::S16, - scale, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE_END() - -#ifdef ARM_COMPUTE_ENABLE_FP16 -BOOST_AUTO_TEST_SUITE(F16) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) - -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * (1.f / 255.f) * ConvertPolicies() * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::F16, DataType::F16, DataType::F16, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::F16, DataType::F16, DataType::F16, scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 1.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 1.f, 0.f, std::numeric_limits<int16_t>::max()); -} - -BOOST_AUTO_TEST_SUITE_END() -#endif /* ARM_COMPUTE_ENABLE_FP16 */ - -BOOST_AUTO_TEST_SUITE(F32) -BOOST_AUTO_TEST_SUITE(Scale255) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, DataType::F32); - Tensor src2 = create_tensor<Tensor>(shape, DataType::F32); - Tensor dst = create_tensor<Tensor>(shape, DataType::F32); - - validate_configuration(src1, src2, dst, shape, scale, convert_policy, rounding_policy); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 1.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 1.f, 0.f, std::numeric_limits<int16_t>::max()); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * (1.f / 255.f) * ConvertPolicies() - * RoundingPolicy::TO_NEAREST_UP, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, - scale, convert_policy, rounding_policy); - - // Validate output - // Allow tolerance value of 1.f to counteract imprecision due to 32-bit float conversion - validate(Accessor(dst), ref_dst, 1.f, 0.f, std::numeric_limits<int16_t>::max()); -} -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE(ScaleOther) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, (SmallShapes() + LargeShapes()) * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) - * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, scale, convert_policy, rounding_policy) -{ - // Create tensors - Tensor src1 = create_tensor<Tensor>(shape, DataType::F32); - Tensor src2 = create_tensor<Tensor>(shape, DataType::F32); - Tensor dst = create_tensor<Tensor>(shape, DataType::F32); - - validate_configuration(src1, src2, dst, shape, scale, convert_policy, rounding_policy); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, scale, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ 1.f, 1.f / 32768.f }) * ConvertPolicies() - * RoundingPolicy::TO_ZERO, - shape, scale, convert_policy, rounding_policy) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, scale, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, DataType::F32, DataType::F32, DataType::F32, - scale, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE(Quantized) -BOOST_AUTO_TEST_SUITE(QS8) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * DataType::QS8 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange<int>(1, 7), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmallScale255, SmallShapes() * DataType::QS8 * (1.f / 255.f) * ConvertPolicies() * RoundingPolicy::TO_NEAREST_UP * boost::unit_test::data::xrange(1, 7), - shape, dt, scale, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, scale, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmallScaleOther, SmallShapes() * DataType::QS8 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange(1, 7), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - const float scale = 1.f / static_cast<float>(1 << fixed_point_position); - - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, scale, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst, 1.f); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * DataType::QS8 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange<int>(1, 7), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLargeScale255, LargeShapes() * DataType::QS8 * (1.f / 255.f) * ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange(1, 7), - shape, dt, scale, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, scale, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLargeScaleOther, LargeShapes() * DataType::QS8 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange(1, 7), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - const float scale = 1.f / static_cast<float>(1 << fixed_point_position); - - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, scale, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst, 1.f); -} -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE(QS16) -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * DataType::QS16 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange<int>(1, 15), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmallScale255, SmallShapes() * DataType::QS16 * (1.f / 255.f) * ConvertPolicies() * RoundingPolicy::TO_NEAREST_UP * boost::unit_test::data::xrange(1, 15), - shape, dt, scale, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, scale, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) -BOOST_DATA_TEST_CASE(RunSmallScaleOther, SmallShapes() * DataType::QS16 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange(1, 15), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - const float scale = 1.f / static_cast<float>(1 << fixed_point_position); - - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy, fixed_point_position); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_fixed_point_pixel_wise_multiplication(shape, dt, dt, dt, scale, fixed_point_position, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst, 1.f); -} - -BOOST_TEST_DECORATOR(*boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * DataType::QS16 *ConvertPolicies() * RoundingPolicy::TO_ZERO * boost::unit_test::data::xrange<int>(1, 15), - shape, dt, convert_policy, rounding_policy, fixed_point_position) -{ - // Compute function - Tensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, convert_policy, rounding_policy); - - // Compute reference - RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, dt, dt, 1.f, convert_policy, rounding_policy); - - // Validate output - validate(Accessor(dst), ref_dst); -} -BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE_END() - -BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE_END() -#endif /* DOXYGEN_SKIP_THIS */ |