diff options
Diffstat (limited to 'tests/validation/NEON/PReluLayer.cpp')
| -rw-r--r-- | tests/validation/NEON/PReluLayer.cpp | 69 |
1 files changed, 32 insertions, 37 deletions
diff --git a/tests/validation/NEON/PReluLayer.cpp b/tests/validation/NEON/PReluLayer.cpp index d9604f94aa..0630a057d6 100644 --- a/tests/validation/NEON/PReluLayer.cpp +++ b/tests/validation/NEON/PReluLayer.cpp @@ -42,12 +42,15 @@ namespace validation { namespace { -RelativeTolerance<float> tolerance_fp32(0.000001f); +RelativeTolerance<float> tolerance_fp32(0.000001f); +AbsoluteTolerance<int8_t> tolerance_s8(1); /** Input data sets **/ const auto PReluLayerQASYMM8Dataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("DataType", DataType::QASYMM8)); +const auto PReluLayerQASYMM8SignedDataset = combine(combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), + framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)); const auto PReluLayerFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)), framework::dataset::make("DataType", DataType::F32)); @@ -101,23 +104,6 @@ using NEPReluLayerQuantizedFixture = PReluLayerValidationQuantizedFixture<Tensor TEST_SUITE(Quantized) TEST_SUITE(QASYMM8) -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, datasets::SmallShapes(), - shape) -{ - // Create tensors - Tensor ref_src1 = create_tensor<Tensor>(shape, DataType::QASYMM8); - Tensor ref_src2 = create_tensor<Tensor>(shape, DataType::QASYMM8); - Tensor dst = create_tensor<Tensor>(shape, DataType::QASYMM8); - - // Create and Configure function - NEPReluLayer prelu; - prelu.configure(&ref_src1, &ref_src2, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(dst.info()->valid_region(), valid_region); -} - FIXTURE_DATA_TEST_CASE(RunSmall, NEPReluLayerQuantizedFixture<uint8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), PReluLayerQASYMM8Dataset), framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })), @@ -141,8 +127,34 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEPReluLayerQuantizedFixture<uint8_t>, framewor // Validate output validate(Accessor(_target), _reference, tolerance_fp32, 0.01); } -TEST_SUITE_END() -TEST_SUITE_END() +TEST_SUITE_END() // QASYMM8 + +TEST_SUITE(QASYMM8_SIGNED) +FIXTURE_DATA_TEST_CASE(RunSmall, NEPReluLayerQuantizedFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), + PReluLayerQASYMM8SignedDataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 20) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 5) })) + + ) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_s8, 0.01); +} + +FIXTURE_DATA_TEST_CASE(RunLarge, NEPReluLayerQuantizedFixture<int8_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), + PReluLayerQASYMM8SignedDataset), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 20) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) })), + framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 5) })) + + ) +{ + // Validate output + validate(Accessor(_target), _reference, tolerance_s8, 0.01); +} +TEST_SUITE_END() // QASYMM8_SIGNED +TEST_SUITE_END() // Quantized TEST_SUITE(Float) #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC @@ -162,23 +174,6 @@ TEST_SUITE_END() // FP16 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ TEST_SUITE(FP32) -DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, datasets::SmallShapes(), - shape) -{ - // Create tensors - Tensor ref_src1 = create_tensor<Tensor>(shape, DataType::F32); - Tensor ref_src2 = create_tensor<Tensor>(shape, DataType::F32); - Tensor dst = create_tensor<Tensor>(shape, DataType::F32); - - // Create and Configure function - NEPReluLayer prelu; - prelu.configure(&ref_src1, &ref_src2, &dst); - - // Validate valid region - const ValidRegion valid_region = shape_to_valid_region(shape); - validate(dst.info()->valid_region(), valid_region); -} - FIXTURE_DATA_TEST_CASE(RunSmall, NEPReluLayerFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), PReluLayerFP32Dataset)) { // Validate output |