diff options
Diffstat (limited to 'src/backends/tosaReference/test/TosaRefLayerSupportTests.cpp')
| -rw-r--r-- | src/backends/tosaReference/test/TosaRefLayerSupportTests.cpp | 101 |
1 files changed, 94 insertions, 7 deletions
diff --git a/src/backends/tosaReference/test/TosaRefLayerSupportTests.cpp b/src/backends/tosaReference/test/TosaRefLayerSupportTests.cpp index 48eca344bc..e6fbbf9688 100644 --- a/src/backends/tosaReference/test/TosaRefLayerSupportTests.cpp +++ b/src/backends/tosaReference/test/TosaRefLayerSupportTests.cpp @@ -58,11 +58,98 @@ TEST_CASE("IsLayerSupportedTosaReferenceAdditionUnsupported") CHECK(!supported); REQUIRE(reasonIfNotSupported.find( - "TOSA Reference Operator: Op_ADD for input: Op_ADD_input0_") != std::string::npos); + "TOSA Reference Operator: Op_ADD for input: input0_") != std::string::npos); REQUIRE(reasonIfNotSupported.find( - "TOSA Reference Operator: Op_ADD for input: Op_ADD_input1_") != std::string::npos); + "TOSA Reference Operator: Op_ADD for input: input1_") != std::string::npos); REQUIRE(reasonIfNotSupported.find( - "TOSA Reference Operator: Op_ADD for output: Op_ADD_output0_") != std::string::npos); + "TOSA Reference Operator: Op_ADD for output: output0_") != std::string::npos); +} + +TEST_CASE("IsLayerSupportedTosaReferenceConstant") +{ + armnn::TensorInfo outputInfo({1,1,3,4}, armnn::DataType::Float32); + + armnn::TosaRefLayerSupport supportChecker; + std::string reasonIfNotSupported; + auto supported = supportChecker.IsLayerSupported(armnn::LayerType::Constant, + {outputInfo}, + armnn::BaseDescriptor(), + armnn::EmptyOptional(), + armnn::EmptyOptional(), + reasonIfNotSupported); + + CHECK(supported); +} + +TEST_CASE("IsLayerSupportedTosaReferenceConstantUnsupported") +{ + armnn::TensorInfo outputInfo({1,1,3,4}, armnn::DataType::Signed64); + + armnn::TosaRefLayerSupport supportChecker; + std::string reasonIfNotSupported; + auto supported = supportChecker.IsLayerSupported(armnn::LayerType::Constant, + {outputInfo}, + armnn::BaseDescriptor(), + armnn::EmptyOptional(), + armnn::EmptyOptional(), + reasonIfNotSupported); + + CHECK(!supported); + REQUIRE(reasonIfNotSupported.find( + "TOSA Reference Operator: Op_CONST for output: constant_") != std::string::npos); +} + +TEST_CASE("IsLayerSupportedTosaReferenceConv2d") +{ + armnn::TensorInfo inputInfo ({ 1, 5, 5, 1 }, armnn::DataType::Float32); + armnn::TensorInfo outputInfo({ 1, 3, 3, 1 }, armnn::DataType::Float32); + armnn::TensorInfo weightsInfo({ 1, 3, 3, 1 }, armnn::DataType::Float32); + armnn::TensorInfo biasesInfo ({ 1 }, armnn::DataType::Float32); + + armnn::Convolution2dDescriptor desc; + desc.m_BiasEnabled = true; + + armnn::TosaRefLayerSupport supportChecker; + std::string reasonIfNotSupported; + auto supported = supportChecker.IsLayerSupported(armnn::LayerType::Convolution2d, + {inputInfo, outputInfo, weightsInfo, biasesInfo}, + desc, + armnn::EmptyOptional(), + armnn::EmptyOptional(), + reasonIfNotSupported); + + CHECK(supported); +} + +TEST_CASE("IsLayerSupportedTosaReferenceConv2dUnsupported") +{ + // If inputs and weights are Fp32, output must match. + armnn::TensorInfo inputInfo ({ 1, 5, 5, 1 }, armnn::DataType::Float32); + armnn::TensorInfo outputInfo({ 1, 3, 3, 1 }, armnn::DataType::Signed64); + armnn::TensorInfo weightsInfo({ 1, 3, 3, 1 }, armnn::DataType::Float32, 0.0f, 0, true); + armnn::TensorInfo biasesInfo ({ 1 }, armnn::DataType::Float32, 0.0f, 0, true); + + armnn::Convolution2dDescriptor desc; + desc.m_BiasEnabled = true; + + armnn::TosaRefLayerSupport supportChecker; + std::string reasonIfNotSupported; + auto supported = supportChecker.IsLayerSupported(armnn::LayerType::Convolution2d, + {inputInfo, outputInfo, weightsInfo, biasesInfo}, + desc, + armnn::EmptyOptional(), + armnn::EmptyOptional(), + reasonIfNotSupported); + + CHECK(!supported); + REQUIRE(reasonIfNotSupported.find( + "TOSA Reference Operator: Op_CONV2D for input 0: input0_") != std::string::npos); + REQUIRE(reasonIfNotSupported.find( + "input 1: input1_") != std::string::npos); + REQUIRE(reasonIfNotSupported.find( + "and output: output0_") != std::string::npos); + REQUIRE(reasonIfNotSupported.find( + "has an unsupported input data type combination.") != std::string::npos); } TEST_CASE("IsLayerSupportedTosaReferenceMaxPooling2d") @@ -150,9 +237,9 @@ TEST_CASE("IsLayerSupportedTosaReferenceMaxPooling2dUnsupported") CHECK(!supported); REQUIRE(reasonIfNotSupported.find( - "TOSA Reference Operator: Op_MAX_POOL2D for input: Op_MAX_POOL2D_input0_") != std::string::npos); + "TOSA Reference Operator: Op_MAX_POOL2D for input: input0_") != std::string::npos); REQUIRE(reasonIfNotSupported.find( - "TOSA Reference Operator: Op_MAX_POOL2D for output: Op_MAX_POOL2D_output0_") != std::string::npos); + "TOSA Reference Operator: Op_MAX_POOL2D for output: output0_") != std::string::npos); } TEST_CASE("IsLayerSupportedTosaReferenceAvgPooling2dUnsupported_InputOutputDatatypeDifferent") @@ -177,9 +264,9 @@ TEST_CASE("IsLayerSupportedTosaReferenceAvgPooling2dUnsupported_InputOutputDatat CHECK(!supported); REQUIRE(reasonIfNotSupported.find( - "TOSA Reference Operator: Op_AVG_POOL2D for input: Op_PAD_intermediate0_") != std::string::npos); + "TOSA Reference Operator: Op_AVG_POOL2D for input: intermediate0_") != std::string::npos); REQUIRE(reasonIfNotSupported.find( - " and output: Op_AVG_POOL2D_output0_") != std::string::npos); + " and output: output0_") != std::string::npos); REQUIRE(reasonIfNotSupported.find( " has an unsupported input data type: 8 to output data type: 10") != std::string::npos); } |