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author | Giorgio Arena <giorgio.arena@arm.com> | 2020-02-11 17:21:31 +0000 |
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committer | SiCong Li <sicong.li@arm.com> | 2020-04-03 08:51:12 +0000 |
commit | 8b2a7d3aa119e7f1d6a03690d05eb27c5d178b9f (patch) | |
tree | 9fb4f4f328f7a17de13bef109834e8ad8a21d2ee /tests/validation/CL/ElementwiseMax.cpp | |
parent | 15e4d876643c37e1db36ee1190ec52319479ffaf (diff) | |
download | ComputeLibrary-8b2a7d3aa119e7f1d6a03690d05eb27c5d178b9f.tar.gz |
COMPMID-3101 Fuse activation with floating point elementwise operation layers in CL
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com>
Change-Id: I1693f8664ba7c0dc8c076bbe7365cef1e667bd25
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2718
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/CL/ElementwiseMax.cpp')
-rw-r--r-- | tests/validation/CL/ElementwiseMax.cpp | 55 |
1 files changed, 43 insertions, 12 deletions
diff --git a/tests/validation/CL/ElementwiseMax.cpp b/tests/validation/CL/ElementwiseMax.cpp index c7b4284e19..879e732cb0 100644 --- a/tests/validation/CL/ElementwiseMax.cpp +++ b/tests/validation/CL/ElementwiseMax.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018-2019 ARM Limited. + * Copyright (c) 2018-2020 ARM Limited. * * SPDX-License-Identifier: MIT * @@ -54,8 +54,8 @@ const auto ElementwiseMaxQASYMM8Dataset = combine(combine(framework::dataset::ma framework::dataset::make("DataType", DataType::QASYMM8)); const auto ElementwiseMaxQASYMM8SignedDataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), - framework::dataset::make("DataType", - DataType::QASYMM8_SIGNED)); + framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)); const auto ElementwiseMaxQSYMM16Dataset = combine(combine(framework::dataset::make("DataType", DataType::QSYMM16), framework::dataset::make("DataType", DataType::QSYMM16)), framework::dataset::make("DataType", DataType::QSYMM16)); @@ -65,6 +65,13 @@ const auto ElementwiseMaxFP16Dataset = combine(combine(framework::dataset::make( framework::dataset::make("DataType", DataType::F16)); 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 EmptyActivationFunctionsDataset = framework::dataset::make("ActivationInfo", +{ ActivationLayerInfo() }); +const auto ActivationFunctionsDataset = framework::dataset::make("ActivationInfo", +{ + ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f), + ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f) +}); } // namespace TEST_SUITE(CL) @@ -229,10 +236,10 @@ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, datasets::SmallShapes } FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(), - ElementwiseMaxQASYMM8SignedDataset), - framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })), - framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })), - framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) }))) + ElementwiseMaxQASYMM8SignedDataset), + framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })), + framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })), + framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) }))) { // Validate output validate(CLAccessor(_target), _reference); @@ -274,9 +281,18 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<int16_t>, fram TEST_SUITE_END() TEST_SUITE_END() +template <typename T> +using CLElementwiseMaxFloatFixture = ElementwiseMaxValidationFloatFixture<CLTensor, CLAccessor, CLElementwiseMax, T>; + TEST_SUITE(Float) TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset), EmptyActivationFunctionsDataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01); +} +FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMaxFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseMaxFP16Dataset), + ActivationFunctionsDataset)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01); @@ -307,17 +323,32 @@ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, datasets::SmallShapes validate(dst.info()->padding(), padding); } -FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset), + EmptyActivationFunctionsDataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_fp32); +} +FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMaxFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseMaxFP32Dataset), + ActivationFunctionsDataset)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_fp32); } template <typename T> -using CLElementwiseMaxBroadcastFixture = ElementwiseMaxBroadcastValidationFixture<CLTensor, CLAccessor, CLElementwiseMax, T>; +using CLElementwiseMaxBroadcastFloatFixture = ElementwiseMaxBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLElementwiseMax, T>; -FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(), - ElementwiseMaxFP32Dataset)) +FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseMaxBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(), + ElementwiseMaxFP32Dataset), + EmptyActivationFunctionsDataset)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_fp32); +} +FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseMaxBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(), + ElementwiseMaxFP32Dataset), + ActivationFunctionsDataset)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_fp32); |