diff options
Diffstat (limited to 'tests/validation/CL/Scale.cpp')
-rw-r--r-- | tests/validation/CL/Scale.cpp | 110 |
1 files changed, 99 insertions, 11 deletions
diff --git a/tests/validation/CL/Scale.cpp b/tests/validation/CL/Scale.cpp index d5866fad97..014bb0070c 100644 --- a/tests/validation/CL/Scale.cpp +++ b/tests/validation/CL/Scale.cpp @@ -45,14 +45,25 @@ namespace validation { namespace { +/** CNN data types */ +const auto ScaleDataTypes = framework::dataset::make("DataType", +{ + DataType::U8, + DataType::S16, + DataType::F16, + DataType::F32, +}); + /** Tolerance */ constexpr AbsoluteTolerance<uint8_t> tolerance(1); +RelativeTolerance<float> tolerance_f32(0.01); +RelativeTolerance<half> tolerance_f16(half(0.1)); } // namespace TEST_SUITE(CL) TEST_SUITE(Scale) -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), framework::dataset::make("DataType", DataType::U8)), +DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combine(concat(datasets::SmallShapes(), datasets::LargeShapes()), ScaleDataTypes), framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), datasets::BorderModes()), shape, data_type, policy, border_mode) @@ -96,11 +107,63 @@ DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(combi template <typename T> using CLScaleFixture = ScaleValidationFixture<CLTensor, CLAccessor, CLScale, T>; -FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", - DataType::U8)), - framework::dataset::make("InterpolationPolicy", -{ InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), -datasets::BorderModes())) +TEST_SUITE(Float) +TEST_SUITE(FP32) +FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance_f32); +} +TEST_SUITE_END() +TEST_SUITE(FP16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance_f16); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", + DataType::F16)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance_f16); +} +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE(Integer) +TEST_SUITE(U8) +FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::U8)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) { //Create valid region TensorInfo src_info(_shape, 1, _data_type); @@ -109,11 +172,9 @@ datasets::BorderModes())) // Validate output validate(CLAccessor(_target), _reference, valid_region, tolerance); } -FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", - DataType::U8)), - framework::dataset::make("InterpolationPolicy", -{ InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), -datasets::BorderModes())) +FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::U8)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) { //Create valid region TensorInfo src_info(_shape, 1, _data_type); @@ -123,6 +184,33 @@ datasets::BorderModes())) validate(CLAccessor(_target), _reference, valid_region, tolerance); } TEST_SUITE_END() +TEST_SUITE(S16) +FIXTURE_DATA_TEST_CASE(RunSmall, CLScaleFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::S16)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance); +} +FIXTURE_DATA_TEST_CASE(RunLarge, CLScaleFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::S16)), + framework::dataset::make("InterpolationPolicy", { InterpolationPolicy::NEAREST_NEIGHBOR, InterpolationPolicy::BILINEAR })), + datasets::BorderModes())) +{ + //Create valid region + TensorInfo src_info(_shape, 1, _data_type); + const ValidRegion valid_region = calculate_valid_region_scale(src_info, _reference.shape(), _policy, BorderSize(1), (_border_mode == BorderMode::UNDEFINED)); + + // Validate output + validate(CLAccessor(_target), _reference, valid_region, tolerance); +} +TEST_SUITE_END() +TEST_SUITE_END() + +TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test |