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author | Sheri Zhang <sheri.zhang@arm.com> | 2021-06-29 17:34:06 +0100 |
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committer | Sheri Zhang <sheri.zhang@arm.com> | 2021-07-13 15:36:03 +0000 |
commit | a387e271b1e02ffd5c2993702b9a21c1ed5c95fa (patch) | |
tree | f53416756c70c85d962218168ad3cd3359d9f5c8 /tests/validation/NEON/ElementwiseMax.cpp | |
parent | 6fc7d528382716de9e417c9dcf0fddf109446e9f (diff) | |
download | ComputeLibrary-a387e271b1e02ffd5c2993702b9a21c1ed5c95fa.tar.gz |
Add in-place calculation support for CL elementwise arithmetic kernels
- Add in-place calculation support in ClArithmeticKernel, ClSaturatedArithmeticKernel and ClMulKernel
- Add in-place test cases
Resolves: COMPMID-4431
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com>
Change-Id: Id484bdb76b74478a33fedb471ae0c7f799c599f6
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5885
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/NEON/ElementwiseMax.cpp')
-rw-r--r-- | tests/validation/NEON/ElementwiseMax.cpp | 59 |
1 files changed, 43 insertions, 16 deletions
diff --git a/tests/validation/NEON/ElementwiseMax.cpp b/tests/validation/NEON/ElementwiseMax.cpp index 4bc263184e..61421ab3e5 100644 --- a/tests/validation/NEON/ElementwiseMax.cpp +++ b/tests/validation/NEON/ElementwiseMax.cpp @@ -62,6 +62,8 @@ const auto ElementwiseMaxFP16Dataset = combine(combine(framework::dataset::make( #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ const auto ElementwiseMaxFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataType", DataType::F32)); +const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true }); +const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false }); } // namespace TEST_SUITE(NEON) @@ -111,7 +113,8 @@ DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( // *INDENT-ON* TEST_SUITE(S32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseMaxS32Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseMaxS32Dataset), + InPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference); @@ -119,7 +122,8 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int32_t>, framework::Da TEST_SUITE_END() // S32 TEST_SUITE(S16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset), + InPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference); @@ -131,11 +135,12 @@ using NEElementwiseMaxQuantizedFixture = ElementwiseMaxValidationQuantizedFixtur TEST_SUITE(Quantized) TEST_SUITE(QASYMM8) -FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(), ElementwiseMaxQASYMM8Dataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })), - framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) }))) + framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })), + OutOfPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); @@ -144,11 +149,13 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<uint8_t>, fram template <typename T> using NEElementwiseMaxQuantizedBroadcastFixture = ElementwiseMaxQuantizedBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMax, T>; -FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapesBroadcast(), - ElementwiseMaxQASYMM8Dataset), - framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), - framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })), - framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) }))) +FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(), + ElementwiseMaxQASYMM8Dataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })), + OutOfPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference); @@ -156,16 +163,26 @@ FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxQuantizedBroadcastFixt TEST_SUITE_END() TEST_SUITE(QASYMM8_SIGNED) -FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), +FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(), ElementwiseMaxQASYMM8SignedDataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, 20) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f, 0) })), - framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) }))) + framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) })), + OutOfPlaceDataSet)) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_qasymm8_signed); +} +FIXTURE_DATA_TEST_CASE(RunSmallInPlace, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(), + ElementwiseMaxQASYMM8SignedDataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, -20) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, -20) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, -20) })), + InPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference, tolerance_qasymm8_signed); } - TEST_SUITE_END() TEST_SUITE_END() @@ -173,7 +190,8 @@ TEST_SUITE_END() TEST_SUITE(Float) #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC TEST_SUITE(F16) -FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset), + InPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference); @@ -182,7 +200,8 @@ TEST_SUITE_END() // F16 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ TEST_SUITE(F32) -FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset), + InPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference); @@ -190,8 +209,16 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<float>, framework::Data template <typename T> using NEElementwiseMaxBroadcastFixture = ElementwiseMaxBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMax, T>; -FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(), - ElementwiseMaxFP32Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(), + ElementwiseMaxFP32Dataset), + OutOfPlaceDataSet)) +{ + // Validate output + validate(Accessor(_target), _reference); +} +FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcastInplace(), + ElementwiseMaxFP32Dataset), + InPlaceDataSet)) { // Validate output validate(Accessor(_target), _reference); 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