diff options
Diffstat (limited to 'tests/validation/CL/ReductionOperation.cpp')
| -rw-r--r-- | tests/validation/CL/ReductionOperation.cpp | 56 |
1 files changed, 44 insertions, 12 deletions
diff --git a/tests/validation/CL/ReductionOperation.cpp b/tests/validation/CL/ReductionOperation.cpp index 9a3cd996fa..1dec020d18 100644 --- a/tests/validation/CL/ReductionOperation.cpp +++ b/tests/validation/CL/ReductionOperation.cpp @@ -57,6 +57,7 @@ const auto ReductionOperations = framework::dataset::make("ReductionOperation", }); +const auto KeepDimensions = framework::dataset::make("KeepDims", { true, false }); } // namespace TEST_SUITE(CL) @@ -64,29 +65,34 @@ TEST_SUITE(ReductionOperation) // *INDENT-OFF* // clang-format off -DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip( +DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(zip( framework::dataset::make("InputInfo", { TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Mismatching data type input/output TensorInfo(TensorShape(128U, 64U), 3, DataType::F32), // Number of Input channels != 1 TensorInfo(TensorShape(128U, 64U), 1, DataType::S16), // DataType != QASYMM8/F16/F32 TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), // Axis >= num_max_dimensions TensorInfo(TensorShape(128U, 64U), 1, DataType::QASYMM8), // Axis == 0 and SUM_SQUARE and QASYMM8 - TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) + TensorInfo(TensorShape(128U, 64U), 1, DataType::F32), + TensorInfo(TensorShape(128U, 64U), 1, DataType::F32) // Kept Dimension when keep_dims = false + }), framework::dataset::make("OutputInfo", { TensorInfo(TensorShape(1U, 64U), 1, DataType::F16), TensorInfo(TensorShape(1U, 64U), 1, DataType::F32), TensorInfo(TensorShape(1U, 64U), 1, DataType::S16), TensorInfo(TensorShape(1U, 64U), 1, DataType::F32), TensorInfo(TensorShape(1U, 64U), 1, DataType::QASYMM8), + TensorInfo(TensorShape(1U, 64U), 1, DataType::F32), TensorInfo(TensorShape(1U, 64U), 1, DataType::F32) })), - framework::dataset::make("Axis", { 0U, 0U, 0U, static_cast<unsigned int>(TensorShape::num_max_dimensions), 1U, 0U })), - framework::dataset::make("Expected", { false, false, false, false, false, true })), - input_info, output_info, axis, expected) + framework::dataset::make("Axis", { 0U, 0U, 0U, static_cast<unsigned int>(TensorShape::num_max_dimensions), 1U, 0U, 0U })), + framework::dataset::make("KeepDims", { true, true, true, true, true, true, false })), + framework::dataset::make("Expected", { false, false, false, false, false, true , false })), + input_info, output_info, axis, keep_dims, expected) { bool is_valid = bool(CLReductionOperation::validate(&input_info.clone()->set_is_resizable(false), &output_info.clone()->set_is_resizable(true), axis, - ReductionOperation::SUM_SQUARE)); + ReductionOperation::SUM_SQUARE, + keep_dims)); ARM_COMPUTE_EXPECT(is_valid == expected, framework::LogLevel::ERRORS); } // clang-format on @@ -97,28 +103,54 @@ using CLReductionOperationFixture = ReductionOperationFixture<CLTensor, CLAccess TEST_SUITE(Float) TEST_SUITE(FP16) -FIXTURE_DATA_TEST_CASE(RunSmall, CLReductionOperationFixture<half>, framework::DatasetMode::PRECOMMIT, - combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations)) +FIXTURE_DATA_TEST_CASE(RunSmall2D, CLReductionOperationFixture<half>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(datasets::Small2DShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1 })), ReductionOperations), KeepDimensions)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +FIXTURE_DATA_TEST_CASE(RunSmall3D, CLReductionOperationFixture<half>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2 })), ReductionOperations), KeepDimensions)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f16); +} +FIXTURE_DATA_TEST_CASE(RunSmall4D, CLReductionOperationFixture<half>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations), + KeepDimensions)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f16); } FIXTURE_DATA_TEST_CASE(RunLarge, CLReductionOperationFixture<half>, framework::DatasetMode::NIGHTLY, - combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations)) + combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F16)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations), KeepDimensions)) { // Validate output validate(CLAccessor(_target), _reference, rel_tolerance_f16, 0, tolerance_f16); } TEST_SUITE_END() // F16 TEST_SUITE(FP32) -FIXTURE_DATA_TEST_CASE(RunSmall, CLReductionOperationFixture<float>, framework::DatasetMode::PRECOMMIT, - combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations)) +FIXTURE_DATA_TEST_CASE(RunSmall2D, CLReductionOperationFixture<float>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(datasets::Small2DShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1 })), ReductionOperations), KeepDimensions)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(RunSmall3D, CLReductionOperationFixture<float>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(datasets::Small3DShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2 })), ReductionOperations), KeepDimensions)) +{ + // Validate output + validate(CLAccessor(_target), _reference, tolerance_f32); +} +FIXTURE_DATA_TEST_CASE(RunSmall4D, CLReductionOperationFixture<float>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations), + KeepDimensions)) { // Validate output validate(CLAccessor(_target), _reference, tolerance_f32); } FIXTURE_DATA_TEST_CASE(RunLarge, CLReductionOperationFixture<float>, framework::DatasetMode::NIGHTLY, - combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations)) + combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("Axis", { 0, 1, 2, 3 })), ReductionOperations), KeepDimensions)) { // Validate output validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0, tolerance_f32); 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