diff options
Diffstat (limited to 'tests/validation/CL/GEMMMatrixMultiplyNative.cpp')
| -rw-r--r-- | tests/validation/CL/GEMMMatrixMultiplyNative.cpp | 62 |
1 files changed, 62 insertions, 0 deletions
diff --git a/tests/validation/CL/GEMMMatrixMultiplyNative.cpp b/tests/validation/CL/GEMMMatrixMultiplyNative.cpp index cdcc1a48f0..6ba5012d15 100644 --- a/tests/validation/CL/GEMMMatrixMultiplyNative.cpp +++ b/tests/validation/CL/GEMMMatrixMultiplyNative.cpp @@ -118,6 +118,28 @@ const auto k0_values_nightly = framework::dataset::make("K0", { 2, 3, 4, 8 }); /** Broadcast bias from vector to matrix */ const auto broadcast_bias_values = framework::dataset::make("broadcast_bias", { false, true } ); +/** Boundary handling cases for testing partial/non-partial (full) block dimensions, resulting from different combinations + * of M, M0, N and N0 values. + * M0 and N0 are kept constant, while the different test cases need to vary M and N. + * + * Eg. M = 64 and N = 33 result in a block dimension that has no partial blocks (all full blocks) in Y dimension and + * parital blocks in X dimension. + */ +const auto boundary_handling_cases = combine(combine(combine(combine(combine(combine(combine(combine(combine( + // Large k to force potential out-of-bound reads on input0 + framework::dataset::make("K", 315), + // Batch size == 1 to force potential out-of-bound reads on input0 + framework::dataset::make("batch_size", 1)), + framework::dataset::make("M0", 4)), + framework::dataset::make("N0", 4)), + framework::dataset::make("K0", 4)), + // Only need to test F32 as F16 shares identical boundary handling logics + framework::dataset::make("DataType", DataType::F32)), + framework::dataset::make("alpha", -0.75f )), + framework::dataset::make("beta", -0.35f )), + broadcast_bias_values), + framework::dataset::make("Activation", ActivationLayerInfo())); + /** Configuration test */ void validate_configuration(unsigned int m_value, unsigned int n_value, unsigned int k_value, unsigned int b_value, unsigned int m0_value, unsigned int n0_value, unsigned int k0_value, bool broadcast_bias, DataType data_type, const ActivationLayerInfo &act_info) { @@ -257,6 +279,46 @@ m_value, n_value, m0_value, n0_value) ARM_COMPUTE_EXPECT(status, framework::LogLevel::ERRORS); } +FIXTURE_DATA_TEST_CASE(RunSmallBoundaryHandlingPartialInXPartialInY, CLGEMMMatrixMultiplyNativeFixture<float>, framework::DatasetMode::ALL, + combine(combine( + framework::dataset::make("M", 3), + framework::dataset::make("N", 1)), + boundary_handling_cases)) +{ + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); +} + +FIXTURE_DATA_TEST_CASE(RunSmallBoundaryHandlingPartialInXFullInY, CLGEMMMatrixMultiplyNativeFixture<float>, framework::DatasetMode::ALL, + combine(combine( + framework::dataset::make("M", 64), + framework::dataset::make("N", 51)), + boundary_handling_cases)) +{ + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); +} + +FIXTURE_DATA_TEST_CASE(RunSmallBoundaryHandlingFullInXFullInY, CLGEMMMatrixMultiplyNativeFixture<float>, framework::DatasetMode::ALL, + combine(combine( + framework::dataset::make("M", 64), + framework::dataset::make("N", 32)), + boundary_handling_cases)) +{ + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); +} + +FIXTURE_DATA_TEST_CASE(RunSmallBoundaryHandlingFullInXPartialInY, CLGEMMMatrixMultiplyNativeFixture<float>, framework::DatasetMode::ALL, + combine(combine( + framework::dataset::make("M", 37), + framework::dataset::make("N", 32)), + boundary_handling_cases)) +{ + // Validate output + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0.f, abs_tolerance_f32); +} + FIXTURE_DATA_TEST_CASE(RunSmall, CLGEMMMatrixMultiplyNativeFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(combine( m_values, |