diff options
Diffstat (limited to 'tests/validation/NEON/DepthwiseConvolutionLayer.cpp')
-rw-r--r-- | tests/validation/NEON/DepthwiseConvolutionLayer.cpp | 90 |
1 files changed, 84 insertions, 6 deletions
diff --git a/tests/validation/NEON/DepthwiseConvolutionLayer.cpp b/tests/validation/NEON/DepthwiseConvolutionLayer.cpp index f4f568cffd..e4a136ea7b 100644 --- a/tests/validation/NEON/DepthwiseConvolutionLayer.cpp +++ b/tests/validation/NEON/DepthwiseConvolutionLayer.cpp @@ -525,7 +525,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseConvolutionLayerQuantizedFixture<uin framework::dataset::make("DataType", DataType::QASYMM8)), input_qinfo_dataset), framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 4) })), - framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), ActivationFunctionsDataset)) { validate(Accessor(_target), _reference, tolerance_qasymm8); @@ -538,7 +538,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseConvolutionLayerQuantizedFixture<uin framework::dataset::make("DataType", DataType::QASYMM8)), input_qinfo_dataset), framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.8f, 1) })), - framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), ActivationFunctionsDataset)) { validate(Accessor(_target), _reference, tolerance_qasymm8); @@ -549,7 +549,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthwiseConvolutionLayerQuantizedFixture<uin framework::dataset::make("DataType", DataType::QASYMM8)), input_qinfo_dataset), framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.9f, 11) })), - framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), ActivationFunctionsDataset)) { validate(Accessor(_target), _reference, tolerance_qasymm8); @@ -613,7 +613,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall3x3, NEDepthwiseConvolutionLayerQuantizedFixtureO DataType::QASYMM8)), input_qinfo_dataset), framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 10) })), - framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), ActivationFunctionsDataset)) { validate(Accessor(_target), _reference, tolerance_qasymm8); @@ -625,7 +625,7 @@ FIXTURE_DATA_TEST_CASE(RunSmall5x5, NEDepthwiseConvolutionLayerQuantizedFixtureO DataType::QASYMM8)), input_qinfo_dataset), framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 10) })), - framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), ActivationFunctionsDataset)) { validate(Accessor(_target), _reference, tolerance_qasymm8); @@ -637,7 +637,7 @@ FIXTURE_DATA_TEST_CASE(RunLarge3x3, NEDepthwiseConvolutionLayerQuantizedFixtureO DataType::QASYMM8)), input_qinfo_dataset), framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 10) })), - framework::dataset::make("DataLayout", { DataLayout::NCHW, DataLayout::NHWC })), + framework::dataset::make("DataLayout", { DataLayout::NHWC })), ActivationFunctionsDataset)) { validate(Accessor(_target), _reference, tolerance_qasymm8); @@ -646,6 +646,45 @@ TEST_SUITE_END() // Optimized TEST_SUITE_END() // QASYMM8 TEST_SUITE(QASYMM8_SIGNED) +TEST_SUITE(Generic) +FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseConvolutionLayerQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(combine(combine(datasets::SmallDepthwiseConvolutionLayerDataset(), + depth_multipliers), + framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), + input_qinfo_dataset), + framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 4) })), + framework::dataset::make("DataLayout", { DataLayout::NCHW })), + ActivationFunctionsDataset)) +{ + validate(Accessor(_target), _reference, tolerance_qasymm8); +} + +TEST_SUITE(Dilation) +FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseConvolutionLayerQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(combine(combine(datasets::SmallDepthwiseDilatedConvolutionLayerDataset(), + depth_multipliers), + framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), + input_qinfo_dataset), + framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.8f, 1) })), + framework::dataset::make("DataLayout", { DataLayout::NCHW })), + ActivationFunctionsDataset)) +{ + validate(Accessor(_target), _reference, tolerance_qasymm8); +} +FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthwiseConvolutionLayerQuantizedFixture<int8_t>, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(datasets::LargeDepthwiseDilatedConvolutionLayerDataset(), + large_depth_multipliers), + framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), + input_qinfo_dataset), + framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.9f, 11) })), + framework::dataset::make("DataLayout", { DataLayout::NCHW })), + ActivationFunctionsDataset)) +{ + validate(Accessor(_target), _reference, tolerance_qasymm8); +} +TEST_SUITE_END() // Dilation +TEST_SUITE_END() // Generic + TEST_SUITE(W3x3) FIXTURE_DATA_TEST_CASE(RunSmall, NEDepthwiseConvolutionLayerQuantizedFixtureOptimized<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallDepthwiseConvolutionLayerDataset3x3(), depth_multipliers), @@ -693,6 +732,45 @@ FIXTURE_DATA_TEST_CASE(RunLarge, NEDepthwiseConvolutionLayerQuantizedFixtureOpti } TEST_SUITE_END() // Dilation TEST_SUITE_END() // W3x3 + +TEST_SUITE(Optimized) +FIXTURE_DATA_TEST_CASE(RunSmall3x3, NEDepthwiseConvolutionLayerQuantizedFixtureOptimized<int8_t>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(combine(combine(datasets::SmallOptimizedDepthwiseConvolutionLayerDataset3x3(), + framework::dataset::make("DepthMultiplier", 1)), + framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + input_qinfo_dataset), + framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 10) })), + framework::dataset::make("DataLayout", { DataLayout::NCHW })), + ActivationFunctionsDataset)) +{ + validate(Accessor(_target), _reference, tolerance_qasymm8); +} +FIXTURE_DATA_TEST_CASE(RunSmall5x5, NEDepthwiseConvolutionLayerQuantizedFixtureOptimized<int8_t>, framework::DatasetMode::PRECOMMIT, + combine(combine(combine(combine(combine(combine(datasets::SmallOptimizedDepthwiseConvolutionLayerDataset5x5(), + framework::dataset::make("DepthMultiplier", 1)), + framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + input_qinfo_dataset), + framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 10) })), + framework::dataset::make("DataLayout", { DataLayout::NCHW })), + ActivationFunctionsDataset)) +{ + validate(Accessor(_target), _reference, tolerance_qasymm8); +} +FIXTURE_DATA_TEST_CASE(RunLarge3x3, NEDepthwiseConvolutionLayerQuantizedFixtureOptimized<int8_t>, framework::DatasetMode::NIGHTLY, + combine(combine(combine(combine(combine(combine(datasets::LargeOptimizedDepthwiseConvolutionLayerDataset3x3(), + framework::dataset::make("DepthMultiplier", 1)), + framework::dataset::make("DataType", + DataType::QASYMM8_SIGNED)), + input_qinfo_dataset), + framework::dataset::make("DstQuantizationInfo", { QuantizationInfo(0.5f, 10) })), + framework::dataset::make("DataLayout", { DataLayout::NCHW })), + ActivationFunctionsDataset)) +{ + validate(Accessor(_target), _reference, tolerance_qasymm8); +} +TEST_SUITE_END() // Optimized TEST_SUITE_END() // QASYMM8_SIGNED TEST_SUITE(QSYMM8_PER_CHANNEL) |