diff options
| -rw-r--r-- | tests/validation/CL/FullyConnectedLayer.cpp | 11 | ||||
| -rw-r--r-- | tests/validation/NEON/FullyConnectedLayer.cpp | 7 |
2 files changed, 10 insertions, 8 deletions
diff --git a/tests/validation/CL/FullyConnectedLayer.cpp b/tests/validation/CL/FullyConnectedLayer.cpp index 91f698cb01..18ee51861f 100644 --- a/tests/validation/CL/FullyConnectedLayer.cpp +++ b/tests/validation/CL/FullyConnectedLayer.cpp @@ -43,9 +43,10 @@ namespace validation namespace { /** Tolerance for float operations */ -RelativeTolerance<float> tolerance_f32(0.05f); -RelativeTolerance<half_float::half> tolerance_f16(half(0.2)); -constexpr float tolerance_num = 0.07f; /**< Tolerance number */ +constexpr RelativeTolerance<float> rel_tolerance_f32(0.05f); /**< Relative tolerance value for comparing reference's output against implementation's output for DataType:F32 */ +constexpr AbsoluteTolerance<float> abs_tolerance_f32(0.0001f); /**< Absolute tolerance value for comparing reference's output against implementation's output for DataType::F32 */ +RelativeTolerance<half_float::half> tolerance_f16(half(0.2)); /**< Relative tolerance value for comparing reference's output against implementation's output for DataType::F16 */ +constexpr float tolerance_num = 0.07f; /**< Tolerance number */ /** Tolerance for quantized asymmetric operations */ constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); @@ -187,13 +188,13 @@ FIXTURE_DATA_TEST_CASE(RunSmall, CLFullyConnectedLayerFixture<float>, framework: framework::dataset::make("DataType", DataType::F32))) { // Validate output - validate(CLAccessor(_target), _reference, tolerance_f32); + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0, abs_tolerance_f32); } FIXTURE_DATA_TEST_CASE(RunLarge, CLFullyConnectedLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeFullyConnectedLayerDataset(), FullyConnectedParameters), framework::dataset::make("DataType", DataType::F32))) { // Validate output - validate(CLAccessor(_target), _reference, tolerance_f32); + validate(CLAccessor(_target), _reference, rel_tolerance_f32, 0, abs_tolerance_f32); } TEST_SUITE_END() TEST_SUITE_END() diff --git a/tests/validation/NEON/FullyConnectedLayer.cpp b/tests/validation/NEON/FullyConnectedLayer.cpp index 8d64345254..43ee99a4cd 100644 --- a/tests/validation/NEON/FullyConnectedLayer.cpp +++ b/tests/validation/NEON/FullyConnectedLayer.cpp @@ -43,7 +43,8 @@ namespace validation namespace { /** Tolerance for float operations */ -constexpr RelativeTolerance<float> tolerance_f32(0.01f); +constexpr RelativeTolerance<float> rel_tolerance_f32(0.01f); /**< Relative tolerance value for comparing reference's output against implementation's output for DataType::F32 */ +constexpr AbsoluteTolerance<float> abs_tolerance_f32(0.001f); /**< Absolute tolerance value for comparing reference's output against implementation's output for DataType::F32 */ #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC const AbsoluteTolerance<float> abs_tolerance_f16(0.3f); /**< Absolute tolerance value for comparing reference's output against implementation's output for DataType::F16 */ const RelativeTolerance<half_float::half> rel_tolerance_f16(half_float::half(0.2f)); /**< Relative tolerance value for comparing reference's output against implementation's output for DataType::F16 */ @@ -193,13 +194,13 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEFullyConnectedLayerFixture<float>, framework: framework::dataset::make("DataType", DataType::F32))) { // Validate output - validate(Accessor(_target), _reference, tolerance_f32); + validate(Accessor(_target), _reference, rel_tolerance_f32, 0, abs_tolerance_f32); } FIXTURE_DATA_TEST_CASE(RunLarge, NEFullyConnectedLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeFullyConnectedLayerDataset(), FullyConnectedParameters), framework::dataset::make("DataType", DataType::F32))) { // Validate output - validate(Accessor(_target), _reference, tolerance_f32); + validate(Accessor(_target), _reference, rel_tolerance_f32, 0, abs_tolerance_f32); } TEST_SUITE_END() TEST_SUITE_END() |