diff options
Diffstat (limited to 'tests')
-rw-r--r-- | tests/validation/CL/PixelWiseMultiplication.cpp | 146 | ||||
-rw-r--r-- | tests/validation/NEON/PixelWiseMultiplication.cpp | 8 |
2 files changed, 150 insertions, 4 deletions
diff --git a/tests/validation/CL/PixelWiseMultiplication.cpp b/tests/validation/CL/PixelWiseMultiplication.cpp new file mode 100644 index 0000000000..9d921fd65f --- /dev/null +++ b/tests/validation/CL/PixelWiseMultiplication.cpp @@ -0,0 +1,146 @@ +/* + * 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 "CL/CLAccessor.h" +#include "TypePrinter.h" +#include "tests/Globals.h" +#include "tests/Utils.h" +#include "validation/Datasets.h" +#include "validation/Reference.h" +#include "validation/Validation.h" + +#include "arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h" + +using namespace arm_compute; +using namespace arm_compute::test; +using namespace arm_compute::test::cl; +using namespace arm_compute::test::validation; + +namespace +{ +const float tolerance_f32 = 1.f; /**< Tolerance value for comparing reference's output against implementation's output for float input */ + +/** Compute CL 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. + */ +CLTensor 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 + CLTensor src1 = create_tensor<CLTensor>(shape, dt_in0, 1, fixed_point_position); + CLTensor src2 = create_tensor<CLTensor>(shape, dt_in1, 1, fixed_point_position); + CLTensor dst = create_tensor<CLTensor>(shape, dt_out, 1, fixed_point_position); + + // Create and configure function + CLPixelWiseMultiplication 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(CLAccessor(src1), 0); + library->fill_tensor_uniform(CLAccessor(src2), 1); + + // Compute function + multiply.run(); + + return dst; +} +} // namespace + +#ifndef DOXYGEN_SKIP_THIS +BOOST_AUTO_TEST_SUITE(CL) +BOOST_AUTO_TEST_SUITE(PixelWiseMultiplication) + +BOOST_AUTO_TEST_SUITE(Float) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(RunSmall, SmallShapes() * DataType::F32 *ConvertPolicies() * RoundingPolicy::TO_NEAREST_UP, + shape, dt, convert_policy, rounding_policy) +{ + constexpr float scale = 1.f / 255.f; + + // Compute function + CLTensor dst = compute_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_pixel_wise_multiplication(shape, dt, dt, dt, scale, convert_policy, rounding_policy); + + // Validate output + validate(CLAccessor(dst), ref_dst, tolerance_f32); +} +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 + CLTensor 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(CLAccessor(dst), ref_dst); +} +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 + CLTensor 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(CLAccessor(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 diff --git a/tests/validation/NEON/PixelWiseMultiplication.cpp b/tests/validation/NEON/PixelWiseMultiplication.cpp index f52489fa5b..56417056af 100644 --- a/tests/validation/NEON/PixelWiseMultiplication.cpp +++ b/tests/validation/NEON/PixelWiseMultiplication.cpp @@ -49,7 +49,7 @@ using namespace arm_compute::test::validation; namespace { -/** Compute Neon arithmetic addition function. +/** 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. @@ -58,7 +58,7 @@ namespace * @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 Fixed point position that expresses the number of bits for the fractional part of the number. + * @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. */ @@ -314,7 +314,7 @@ BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ Da BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE(F32) +BOOST_AUTO_TEST_SUITE(Float) 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() @@ -407,7 +407,7 @@ BOOST_DATA_TEST_CASE(RunLarge, LargeShapes() * boost::unit_test::data::make({ 1. BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() -BOOST_AUTO_TEST_SUITE(QS8) +BOOST_AUTO_TEST_SUITE(Quantized) 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) |