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| DATA_TEST_CASE (Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(framework::dataset::make("Input1Info", { TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), }), framework::dataset::make("Input2Info",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), })), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::S16), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::U8), TensorInfo(TensorShape(48U, 11U, 2U), 1, DataType::F32), })), framework::dataset::make("Scale",{ 2.f, 2.f, -1.f, 1.f, 1.f})), framework::dataset::make("Expected", { true, true, false, false, false})), input1_info, input2_info, output_info, scale, expected) |
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| FIXTURE_DATA_TEST_CASE (RunSmall, CLPixelWiseMultiplicationIntegerFixture< int >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType1", DataType::S32)), framework::dataset::make("DataType2", DataType::S32)), framework::dataset::make("Scale", { 1.f })), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), EmptyActivationFunctionsDataset), InPlaceDataSet)) |
|
| FIXTURE_DATA_TEST_CASE (RunInplace, CLPixelWiseMultiplicationIntegerFixture< int >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapes(), framework::dataset::make("DataType1", DataType::S32)), framework::dataset::make("DataType2", DataType::S32)), framework::dataset::make("Scale", { 1.f })), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), EmptyActivationFunctionsDataset), framework::dataset::make("InPlace", { true }))) |
|
| FIXTURE_DATA_TEST_CASE (RunSmall, CLPixelWiseMultiplicationToF16Fixture< half_float::half >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType1", DataType::F16)), framework::dataset::make("DataType2", DataType::F16)), framework::dataset::make("Scale", std::move(scale_255))), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), EmptyActivationFunctionsDataset), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunWithActivation, CLPixelWiseMultiplicationToF16Fixture< half_float::half >, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapes(), framework::dataset::make("DataType1", DataType::F16)), framework::dataset::make("DataType2", DataType::F16)), framework::dataset::make("Scale", std::move(scale_255))), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), ActivationFunctionsDataset), InPlaceDataSet)) |
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| TEST_SUITE_END () FIXTURE_DATA_TEST_CASE(RunSmall = ActivationValidationQuantizedFixture<CLTensor, CLAccessor, CLActivationLayer, T> |
| [CLActivationLayer Test snippet] More...
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| combine (combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType1", DataType::F32)), framework::dataset::make("DataType2", DataType::F32)), framework::dataset::make("Scale", std::move(scale_255))), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), EmptyActivationFunctionsDataset), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunWithActivation, CLPixelWiseMultiplicationToF32Fixture< float >, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapes(), framework::dataset::make("DataType1", DataType::F32)), framework::dataset::make("DataType2", DataType::F32)), framework::dataset::make("Scale", std::move(scale_255))), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), ActivationFunctionsDataset), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunInplace, CLPixelWiseMultiplicationToF32Fixture< float >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapes(), framework::dataset::make("DataTypeIn1", DataType::F32)), framework::dataset::make("DataTypeIn2", DataType::F32)), framework::dataset::make("Scale", { scale_255 })), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), EmptyActivationFunctionsDataset), framework::dataset::make("InPlace", { true }))) |
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| combine (combine(combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(), framework::dataset::make("DataType1", DataType::F32)), framework::dataset::make("DataType2", DataType::F32)), framework::dataset::make("Scale", std::move(scale_255))), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), EmptyActivationFunctionsDataset), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunWithActivationSmallBroadcast, CLPixelWiseMultiplicationToF32BroadcastFixture< float >, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapesBroadcast(), framework::dataset::make("DataType1", DataType::F32)), framework::dataset::make("DataType2", DataType::F32)), framework::dataset::make("Scale", std::move(scale_255))), datasets::ConvertPolicies()), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)), ActivationFunctionsDataset), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunSmall, CLPixelWiseMultiplicationQuantizedFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), framework::dataset::make("DataTypeOut", DataType::QASYMM8)), framework::dataset::make("Scale", { 1.f, 2.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f/255.f, 20) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("OUtQInfo", { QuantizationInfo(1.f/255.f, 5) })), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunSmallBroadcast, CLPixelWiseMultiplicationQuantizedBroadcastFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(), framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), framework::dataset::make("DataTypeOut", DataType::QASYMM8)), framework::dataset::make("Scale", { 1.f, 2.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f/255.f, 20) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("OUtQInfo", { QuantizationInfo(1.f/255.f, 5) })), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunInplace, CLPixelWiseMultiplicationQuantizedBroadcastFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(), framework::dataset::make("DataTypeIn1", DataType::QASYMM8)), framework::dataset::make("DataTypeIn2", DataType::QASYMM8)), framework::dataset::make("DataTypeOut", DataType::QASYMM8)), framework::dataset::make("Scale", { 1.f, 2.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("OUtQInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("InPlace", { true }))) |
|
| combine (combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataTypeIn1", DataType::QASYMM8_SIGNED)), framework::dataset::make("DataTypeIn2", DataType::QASYMM8_SIGNED)), framework::dataset::make("DataTypeOut", DataType::QASYMM8_SIGNED)), framework::dataset::make("Scale", { 1.f, 2.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f/255.f, 20) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/255.f, 10) })), framework::dataset::make("OUtQInfo", { QuantizationInfo(1.f/255.f, 5) })), InPlaceDataSet)) |
|
| combine (combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), framework::dataset::make("DataTypeOut", DataType::QSYMM16)), framework::dataset::make("Scale", { 1.f, 2.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f/32768.f, 0) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/32768.f, 0) })), framework::dataset::make("OutQInfo", { QuantizationInfo(5.f/32768.f, 0) })), InPlaceDataSet)) |
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| FIXTURE_DATA_TEST_CASE (RunLarge, CLPixelWiseMultiplicationQuantizedFixture< int16_t >, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), framework::dataset::make("DataTypeOut", DataType::QSYMM16)), framework::dataset::make("Scale", { 1.f, 2.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f/32768.f, 0) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/32768.f, 0) })), framework::dataset::make("OutQInfo", { QuantizationInfo(5.f/32768.f, 0) })), InPlaceDataSet)) |
|
| combine (combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataTypeIn1", DataType::QSYMM16)), framework::dataset::make("DataTypeIn2", DataType::QSYMM16)), framework::dataset::make("DataTypeOut", DataType::S32)), framework::dataset::make("Scale", { 1.f })), framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })), framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)), framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f/32768.f, 0) })), framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f/32768.f, 0) })), framework::dataset::make("OutQInfo", { QuantizationInfo(1.f, 0) })), InPlaceDataSet)) |
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