diff options
Diffstat (limited to 'tests/validation/NEON/Convolution.cpp')
| -rw-r--r-- | tests/validation/NEON/Convolution.cpp | 23 |
1 files changed, 15 insertions, 8 deletions
diff --git a/tests/validation/NEON/Convolution.cpp b/tests/validation/NEON/Convolution.cpp index b820491e18..0fb61dcf0e 100644 --- a/tests/validation/NEON/Convolution.cpp +++ b/tests/validation/NEON/Convolution.cpp @@ -43,6 +43,13 @@ namespace validation { namespace { +/** Tolerance value for comparing reference's output against implementation + * + * This is due to the fact that NEON target performs multiplication with reciprocal of scale, + * while reference performs direct division with scale. + */ +constexpr AbsoluteTolerance<uint8_t> tolerance_u8(1); + /* Convolution3x3 */ constexpr unsigned int filter_size_3x3 = 3; /* Size of the kernel/filter in number of elements. */ constexpr BorderSize border_size_3x3(filter_size_3x3 / 2); /* Border size of the kernel/filter around its central element. */ @@ -132,7 +139,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_3x3)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_3x3), tolerance_u8); } FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", @@ -140,7 +147,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_3x3)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_3x3), tolerance_u8); } TEST_SUITE_END() /* Custom Convolution3x3 */ @@ -197,7 +204,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_5x5)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_5x5), tolerance_u8); } FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", @@ -205,7 +212,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_5x5)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_5x5), tolerance_u8); } TEST_SUITE_END() /* Custom Convolution 5x5 */ @@ -262,7 +269,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_7x7)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_7x7), tolerance_u8); } FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", @@ -270,7 +277,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_7x7)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_7x7), tolerance_u8); } TEST_SUITE_END() /* Custom Convolution 7x7 */ @@ -327,7 +334,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_9x9)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_9x9), tolerance_u8); } FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", @@ -335,7 +342,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEConvolutionFixture<uint8_t>, framework::Datas datasets::BorderModes())) { // Validate output - validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_9x9)); + validate(Accessor(_target), _reference, shape_to_valid_region(_reference.shape(), (_border_mode == BorderMode::UNDEFINED), border_size_9x9), tolerance_u8); } TEST_SUITE_END() /* Custom Convolution 9x9 */ TEST_SUITE_END() |