aboutsummaryrefslogtreecommitdiff
path: root/tests/validation/NEON/ReductionOperation.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'tests/validation/NEON/ReductionOperation.cpp')
-rw-r--r--tests/validation/NEON/ReductionOperation.cpp39
1 files changed, 35 insertions, 4 deletions
diff --git a/tests/validation/NEON/ReductionOperation.cpp b/tests/validation/NEON/ReductionOperation.cpp
index 93f1a80735..cd96a6abcc 100644
--- a/tests/validation/NEON/ReductionOperation.cpp
+++ b/tests/validation/NEON/ReductionOperation.cpp
@@ -44,9 +44,11 @@ namespace
{
/** Tolerance for float operations */
AbsoluteTolerance<float> tolerance_f32(0.0001f);
-RelativeTolerance<float> rel_tolerance_f32(0.00001f);
+RelativeTolerance<float> rel_tolerance_f32(0.0001f);
+AbsoluteTolerance<float> tolerance_f16(0.1f);
+RelativeTolerance<float> rel_tolerance_f16(0.1f);
/** Tolerance for quantized operations */
-RelativeTolerance<float> tolerance_qasymm8(1);
+RelativeTolerance<float> tolerance_quantized(1.f);
const auto ReductionOperations = framework::dataset::make("ReductionOperation",
{
@@ -58,7 +60,7 @@ const auto ReductionOperations = framework::dataset::make("ReductionOperation",
const auto QuantizationInfos = framework::dataset::make("QuantizationInfo",
{
- QuantizationInfo(1.f / 128, 10),
+ QuantizationInfo(1.f / 117, 10), // Numbers chosen so that the quantized values are in range of qasymm8_signed data type
QuantizationInfo(1.f / 64, 5),
QuantizationInfo(1.f / 32, 2)
});
@@ -123,6 +125,23 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEReductionOperationFixture<float>, framework::
}
TEST_SUITE_END() // FP32
+#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
+TEST_SUITE(FP16)
+FIXTURE_DATA_TEST_CASE(RunSmall, NEReductionOperationFixture<half>, framework::DatasetMode::PRECOMMIT,
+ combine(combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::F16)), Axises), ReductionOperations), KeepDims))
+{
+ // Validate output
+ validate(Accessor(_target), _reference, tolerance_f16);
+}
+FIXTURE_DATA_TEST_CASE(RunLarge, NEReductionOperationFixture<half>, framework::DatasetMode::NIGHTLY,
+ combine(combine(combine(combine(datasets::Large4DShapes(), framework::dataset::make("DataType", DataType::F16)), Axises), ReductionOperations), KeepDims))
+{
+ // Validate output
+ validate(Accessor(_target), _reference, rel_tolerance_f16, 0, tolerance_f16);
+}
+TEST_SUITE_END() // FP16
+#endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
+
template <typename T>
using NEReductionOperationQuantizedFixture = ReductionOperationQuantizedFixture<Tensor, Accessor, NEReductionOperation, T>;
@@ -134,10 +153,22 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEReductionOperationQuantizedFixture<uint8_t>,
KeepDims))
{
// Validate output
- validate(Accessor(_target), _reference, tolerance_qasymm8);
+ validate(Accessor(_target), _reference, tolerance_quantized);
}
TEST_SUITE_END() // QASYMM8
+TEST_SUITE(QASYMM8_SIGNED)
+FIXTURE_DATA_TEST_CASE(RunSmall, NEReductionOperationQuantizedFixture<int8_t>, framework::DatasetMode::ALL,
+ combine(combine(combine(combine(combine(datasets::Small4DShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), Axises),
+ ReductionOperations),
+ QuantizationInfos),
+ KeepDims))
+{
+ // Validate output
+ validate(Accessor(_target), _reference, tolerance_quantized);
+}
+TEST_SUITE_END() // QASYMM8_SIGNED
+
TEST_SUITE_END() // ReductionOperation
TEST_SUITE_END() // NEON
} // namespace validation