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authorJohn Richardson <john.richardson@arm.com>2017-09-18 16:10:48 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commitdd715f2a88827241a3fb9e4a2d8be82455f649f7 (patch)
tree2353cbe326073870877e5e8211a7760a743eb919 /tests/validation/NEON/PixelWiseMultiplication.cpp
parentf5f34bb068565bf9435ba5561aae1c9280db8bbe (diff)
downloadComputeLibrary-dd715f2a88827241a3fb9e4a2d8be82455f649f7.tar.gz
COMPMID-505: Move PixelWiseMultiplication to new validation
Change-Id: I4daff53f5ee7f0393451425ba20aee1013466954 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89200 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/validation/NEON/PixelWiseMultiplication.cpp')
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1 files changed, 225 insertions, 0 deletions
diff --git a/tests/validation/NEON/PixelWiseMultiplication.cpp b/tests/validation/NEON/PixelWiseMultiplication.cpp
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+/*
+ * 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/NEPixelWiseMultiplication.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/PaddingCalculator.h"
+#include "tests/datasets/ConvertPolicyDataset.h"
+#include "tests/datasets/ShapeDatasets.h"
+#include "tests/framework/Macros.h"
+#include "tests/validation/Validation.h"
+#include "tests/validation/fixtures/PixelWiseMultiplicationFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+namespace
+{
+const float scale_unity = 1.f;
+const float scale_255 = 1.f / 255.f;
+const float scale_other = 1.f / 32768.f;
+
+#define DEFAULT_VALIDATE validate(Accessor(_target), _reference);
+#define WRAP_VALIDATE(TYPE, TOLERANCE) validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f);
+
+// *INDENT-OFF*
+// clang-format off
+#define PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(DT1, DT2, SCALE, RP) \
+ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, \
+ combine(combine(combine(combine(combine( \
+ concat(datasets::SmallShapes(), datasets::LargeShapes()), \
+ framework::dataset::make("DataType1", DataType::DT1)), \
+ framework::dataset::make("DataType2", DataType::DT2)), \
+ framework::dataset::make("Scale", std::move(SCALE))), \
+ datasets::ConvertPolicies()), \
+ framework::dataset::make("RoundingPolicy", RoundingPolicy::RP)), \
+ shape, dt1, dt2, scale, convert_policy, rounding_policy) \
+ { \
+ validate_configuration(shape, dt1, dt2, scale, convert_policy, rounding_policy); \
+ }
+
+#define PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(TEST_NAME, FIXTURE, MODE, SHAPES, DT1, DT2, SCALE, RP, VALIDATE) \
+ FIXTURE_DATA_TEST_CASE(TEST_NAME, NEPixelWiseMultiplication##FIXTURE, framework::DatasetMode::MODE, \
+ combine(combine(combine(combine(combine( \
+ datasets::SHAPES, \
+ framework::dataset::make("DataType1", DataType::DT1)), \
+ framework::dataset::make("DataType2", DataType::DT2)), \
+ framework::dataset::make("Scale", std::move(SCALE))), \
+ datasets::ConvertPolicies()), \
+ framework::dataset::make("RoundingPolicy", RoundingPolicy::RP))) \
+ { \
+ VALIDATE \
+ }
+// *INDENT-ON*
+// clang-format on
+
+void validate_configuration(TensorShape shape, DataType dt1, DataType dt2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy)
+{
+ Tensor src1 = create_tensor<Tensor>(shape, dt1);
+ Tensor src2 = create_tensor<Tensor>(shape, dt2);
+ Tensor dst = create_tensor<Tensor>(shape, dt2);
+
+ 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
+ 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
+
+template <typename T>
+using NEPixelWiseMultiplicationToU8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, uint8_t>;
+template <typename T>
+using NEPixelWiseMultiplicationToS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, int16_t>;
+template <typename T>
+using NEPixelWiseMultiplicationToF16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, half_float::half>;
+template <typename T>
+using NEPixelWiseMultiplicationToF32Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, float>;
+template <typename T>
+using NEPixelWiseMultiplicationToQS8Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, qint8_t>;
+template <typename T>
+using NEPixelWiseMultiplicationToQS16Fixture = PixelWiseMultiplicationValidationFixture<Tensor, Accessor, NEPixelWiseMultiplication, T, qint16_t>;
+
+TEST_SUITE(NEON)
+TEST_SUITE(PixelWiseMultiplication)
+
+TEST_SUITE(U8toU8)
+
+TEST_SUITE(Scale255)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_255, TO_NEAREST_UP)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1))
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(uint8_t, 1))
+TEST_SUITE_END() // Scale255
+
+TEST_SUITE(ScaleUnity)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_unity, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleUnity
+
+TEST_SUITE(ScaleOther)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, U8, scale_other, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToU8Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToU8Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, U8, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleOther
+
+TEST_SUITE_END() // U8toU8
+
+TEST_SUITE(U8toS16)
+
+TEST_SUITE(Scale255)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_255, TO_NEAREST_UP)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
+TEST_SUITE_END() // Scale255
+
+TEST_SUITE(ScaleUnity)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_unity, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleUnity
+
+TEST_SUITE(ScaleOther)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(U8, S16, scale_other, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, PRECOMMIT, SmallShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<uint8_t>, NIGHTLY, LargeShapes(), U8, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleOther
+
+TEST_SUITE_END() // U8toS16
+
+TEST_SUITE(S16toS16)
+
+TEST_SUITE(Scale255)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_255, TO_NEAREST_UP)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(int16_t, 2))
+TEST_SUITE_END() // Scale255
+
+TEST_SUITE(ScaleUnity)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_unity, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleUnity
+
+TEST_SUITE(ScaleOther)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(S16, S16, scale_other, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<int16_t>, PRECOMMIT, SmallShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToS16Fixture<int16_t>, NIGHTLY, LargeShapes(), S16, S16, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleOther
+
+TEST_SUITE_END() // S16toS16
+
+#ifdef ARM_COMPUTE_ENABLE_FP16
+TEST_SUITE(F16toF16)
+
+TEST_SUITE(Scale255)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF16Fixture<half_float::half>, PRECOMMIT, SmallShapes(), F16, F16, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f))
+TEST_SUITE_END() // Scale255
+
+TEST_SUITE_END() // F16toF16
+#endif // ARM_COMPUTE_ENABLE_FP16
+
+TEST_SUITE(F32toF32)
+
+TEST_SUITE(Scale255)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_255, TO_NEAREST_UP)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f))
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_255, TO_NEAREST_UP, WRAP_VALIDATE(float, 1.f))
+TEST_SUITE_END() // Scale255
+
+TEST_SUITE(ScaleUnity)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_unity, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_unity, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleUnity
+
+TEST_SUITE(ScaleOther)
+PIXEL_WISE_MULTIPLICATION_DATA_TEST_CASE(F32, F32, scale_other, TO_ZERO)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunLarge, ToF32Fixture<float>, NIGHTLY, LargeShapes(), F32, F32, scale_other, TO_ZERO, DEFAULT_VALIDATE)
+TEST_SUITE_END() // ScaleOther
+
+TEST_SUITE_END() // F32toF32
+
+TEST_SUITE_END()
+TEST_SUITE_END()
+} // namespace validation
+} // namespace test
+} // namespace arm_compute