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| DATA_TEST_CASE (Validate, framework::DatasetMode::ALL, zip(zip(framework::dataset::make("InputInfo", { TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::QASYMM8), TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::F32), TensorInfo(TensorShape(16U, 16U, 2U, 5U), 1, DataType::F32), TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::F32), }), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::F32), TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::U16), TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::QASYMM8), TensorInfo(TensorShape(16U, 16U, 16U, 5U), 1, DataType::QASYMM8), })), framework::dataset::make("Expected", { false, false, false, true})), input_info, output_info, expected) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM8, CLQuantizationLayerQASYMM8Fixture< float >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::F32)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM8_SIGNED, CLQuantizationLayerQASYMM8_SIGNEDFixture< float >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::F32)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8_SIGNED })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM16, CLQuantizationLayerQASYMM16Fixture< float >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::F32)), framework::dataset::make("DataTypeOut", { DataType::QASYMM16 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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| FIXTURE_DATA_TEST_CASE (RunLargeQASYMM8, CLQuantizationLayerQASYMM8Fixture< float >, framework::DatasetMode::NIGHTLY, combine(combine(combine(QuantizationLargeShapes, framework::dataset::make("DataTypeIn", DataType::F32)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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| FIXTURE_DATA_TEST_CASE (RunLargeQASYMM16, CLQuantizationLayerQASYMM16Fixture< float >, framework::DatasetMode::NIGHTLY, combine(combine(combine(QuantizationLargeShapes, framework::dataset::make("DataTypeIn", DataType::F32)), framework::dataset::make("DataTypeOut", { DataType::QASYMM16 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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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(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::F16)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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| FIXTURE_DATA_TEST_CASE (RunLargeQASYMM8, CLQuantizationLayerQASYMM8Fixture< half >, framework::DatasetMode::NIGHTLY, combine(combine(combine(QuantizationLargeShapes, framework::dataset::make("DataTypeIn", DataType::F16)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(0.5f, 10) }))) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM8, CLQuantizationLayerQASYMM8GenFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataType", DataType::QASYMM8)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8 })), framework::dataset::make("QuantizationInfoOutput", { QuantizationInfo(0.5f, 10) })), framework::dataset::make("QuantizationInfoInput", { QuantizationInfo(2.0f, 15) }))) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM8_SIGNED, CLQuantizationLayerQASYMM8_SIGNEDGenFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::QASYMM8)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8_SIGNED })), framework::dataset::make("QuantizationInfoOutput", { QuantizationInfo(1.0f, 10) })), framework::dataset::make("QuantizationInfoInput", { QuantizationInfo(1.0f, 15) }))) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM16, CLQuantizationLayerQASYMM16GenFixture< uint8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::QASYMM8)), framework::dataset::make("DataTypeOut", { DataType::QASYMM16 })), framework::dataset::make("QuantizationInfoOutput", { QuantizationInfo(1.0f, 10) })), framework::dataset::make("QuantizationInfoInput", { QuantizationInfo(4.0f, 23) }))) |
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| combine (combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataTypeIn", DataType::QASYMM8_SIGNED)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8_SIGNED })), framework::dataset::make("QuantizationInfoOutput", { QuantizationInfo(1.0f, 10) })), framework::dataset::make("QuantizationInfoInput", { QuantizationInfo(2.0f, 5) }))) |
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| FIXTURE_DATA_TEST_CASE (RunSmallQASYMM8, CLQuantizationLayerQASYMM8GenFixture< int8_t >, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(QuantizationSmallShapes, framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)), framework::dataset::make("DataTypeOut", { DataType::QASYMM8 })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.0f, 10) })), framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.0f, 30) }))) |
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