diff options
Diffstat (limited to 'tests/validation/NEON/BatchNormalizationLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/BatchNormalizationLayer.cpp | 28 |
1 files changed, 24 insertions, 4 deletions
diff --git a/tests/validation/NEON/BatchNormalizationLayer.cpp b/tests/validation/NEON/BatchNormalizationLayer.cpp index d825c889b6..9d72996940 100644 --- a/tests/validation/NEON/BatchNormalizationLayer.cpp +++ b/tests/validation/NEON/BatchNormalizationLayer.cpp @@ -42,8 +42,9 @@ using namespace arm_compute::test::validation; namespace { -const float tolerance_f = 1e-05; /**< Tolerance value for comparing reference's output against floating point implementation's output */ -const float tolerance_q = 3; /**< Tolerance value for comparing reference's output against quantized implementation's output */ +const float tolerance_f = 1e-05; /**< Tolerance value for comparing reference's output against floating point implementation's output */ +const float tolerance_qs8 = 6; /**< Tolerance value for comparing reference's output against quantized implementation's output */ +const float tolerance_qs16 = 6; /**< Tolerance value for comparing reference's output against quantized implementation's output */ /** Compute Neon batch normalization function. * @@ -129,7 +130,7 @@ BOOST_AUTO_TEST_SUITE(NEON) BOOST_AUTO_TEST_SUITE(BatchNormalizationLayer) BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit") * boost::unit_test::label("nightly")) -BOOST_DATA_TEST_CASE(Configuration, RandomBatchNormalizationLayerDataset() * (boost::unit_test::data::make(DataType::F32) + boost::unit_test::data::make(DataType::QS8)), obj, dt) +BOOST_DATA_TEST_CASE(Configuration, RandomBatchNormalizationLayerDataset() * boost::unit_test::data::make({ DataType::QS8, DataType::QS16, DataType::F32 }), obj, dt) { // Set fixed point position data type allowed int fixed_point_position = (arm_compute::is_data_type_fixed_point(dt)) ? 3 : 0; @@ -182,6 +183,7 @@ BOOST_DATA_TEST_CASE(Random, BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE(Quantized) +BOOST_AUTO_TEST_SUITE(QS8) BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) BOOST_DATA_TEST_CASE(Random, RandomBatchNormalizationLayerDataset() * boost::unit_test::data::make(DataType::QS8) * boost::unit_test::data::xrange(1, 6), @@ -194,10 +196,28 @@ BOOST_DATA_TEST_CASE(Random, RawTensor ref_dst = Reference::compute_reference_batch_normalization_layer(obj.shape0, obj.shape1, dt, obj.epsilon, fixed_point_position); // Validate output - validate(NEAccessor(dst), ref_dst, tolerance_q, 0); + validate(NEAccessor(dst), ref_dst, tolerance_qs8); } BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE(QS16) +BOOST_TEST_DECORATOR(*boost::unit_test::label("precommit")) +BOOST_DATA_TEST_CASE(Random, + RandomBatchNormalizationLayerDataset() * boost::unit_test::data::make(DataType::QS16) * boost::unit_test::data::xrange(1, 14), + obj, dt, fixed_point_position) +{ + // Compute function + Tensor dst = compute_reference_batch_normalization_layer(obj.shape0, obj.shape1, dt, obj.epsilon, fixed_point_position); + + // Compute reference + RawTensor ref_dst = Reference::compute_reference_batch_normalization_layer(obj.shape0, obj.shape1, dt, obj.epsilon, fixed_point_position); + + // Validate output + validate(NEAccessor(dst), ref_dst, tolerance_qs16); +} +BOOST_AUTO_TEST_SUITE_END() +BOOST_AUTO_TEST_SUITE_END() + BOOST_AUTO_TEST_SUITE_END() BOOST_AUTO_TEST_SUITE_END() #endif /* DOXYGEN_SKIP_THIS */ |