diff options
Diffstat (limited to 'tests/validation/NEON/ActivationLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/ActivationLayer.cpp | 31 |
1 files changed, 23 insertions, 8 deletions
diff --git a/tests/validation/NEON/ActivationLayer.cpp b/tests/validation/NEON/ActivationLayer.cpp index 45e09fb94f..456b96d0ea 100644 --- a/tests/validation/NEON/ActivationLayer.cpp +++ b/tests/validation/NEON/ActivationLayer.cpp @@ -136,12 +136,27 @@ AbsoluteTolerance<float> absolute_tolerance(DataType data_type, ActivationLayerI } } -/** Tolerance for quantized asymmetric operations */ -#if(!defined(__aarch64__) || defined(__ARM_FEATURE_SVE2)) -constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(1); -#else // !(!defined(__aarch64__) || defined(__ARM_FEATURE_SVE2)) -constexpr AbsoluteTolerance<uint8_t> tolerance_qasymm8(0); -#endif // defined(__aarch64__) +/** Define absolute tolerance of the activation layer for qasymm8. + * + * @param[in] activation The activation function used. + * + * @return Absolute tolerance depending on the activation function. + */ +AbsoluteTolerance<uint8_t> tolerance_qasymm8(ActivationLayerInfo::ActivationFunction activation) +{ + switch(activation) + { + case ActivationLayerInfo::ActivationFunction::LOGISTIC: + case ActivationLayerInfo::ActivationFunction::SQRT: + case ActivationLayerInfo::ActivationFunction::TANH: + case ActivationLayerInfo::ActivationFunction::HARD_SWISH: + case ActivationLayerInfo::ActivationFunction::SOFT_RELU: + case ActivationLayerInfo::ActivationFunction::LEAKY_RELU: + return AbsoluteTolerance<uint8_t>(1); + default: + return AbsoluteTolerance<uint8_t>(0); + } +} constexpr AbsoluteTolerance<int16_t> tolerance_qsymm16(1); @@ -285,7 +300,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEActivationLayerQuantizedFixture<uint8_t>, fra framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.1f, 128.0f) }))) { // Validate output - validate(Accessor(_target), _reference, tolerance_qasymm8); + validate(Accessor(_target), _reference, tolerance_qasymm8(_function)); } TEST_SUITE_END() // QASYMM8 @@ -296,7 +311,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEActivationLayerQuantizedFixture<int8_t>, fram framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10.0f) }))) { // Validate output - validate(Accessor(_target), _reference, tolerance_qasymm8); + validate(Accessor(_target), _reference, tolerance_qasymm8(_function)); } TEST_SUITE_END() // QASYMM8_SIGNED |