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Diffstat (limited to 'delegate/src/test/PreluTest.cpp')
| -rw-r--r-- | delegate/src/test/PreluTest.cpp | 134 |
1 files changed, 134 insertions, 0 deletions
diff --git a/delegate/src/test/PreluTest.cpp b/delegate/src/test/PreluTest.cpp new file mode 100644 index 0000000000..d9e08d20ca --- /dev/null +++ b/delegate/src/test/PreluTest.cpp @@ -0,0 +1,134 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "PreluTestHelper.hpp" + +#include <armnn_delegate.hpp> + +#include <flatbuffers/flatbuffers.h> +#include <tensorflow/lite/interpreter.h> +#include <tensorflow/lite/kernels/register.h> +#include <tensorflow/lite/model.h> +#include <tensorflow/lite/schema/schema_generated.h> +#include <tensorflow/lite/version.h> + +#include <doctest/doctest.h> + +namespace armnnDelegate { + +void PreluFloatSimpleTest(std::vector <armnn::BackendId>& backends, bool isAlphaConst, bool isDynamicOutput = false) { + std::vector<int32_t> inputShape { 1, 2, 3 }; + std::vector<int32_t> alphaShape { 1 }; + std::vector<int32_t> outputShape { 1, 2, 3 }; + + if (isDynamicOutput) + { + outputShape.clear(); + } + + std::vector<float> inputData = { -14.f, 2.f, 0.f, 1.f, -5.f, 14.f }; + std::vector<float> alphaData = { 0.5f }; + std::vector<float> expectedOutput = { -7.f, 2.f, 0.f, 1.f, -2.5f, 14.f }; + + PreluTest(tflite::BuiltinOperator_PRELU, + ::tflite::TensorType_FLOAT32, + backends, + inputShape, + alphaShape, + outputShape, + inputData, + alphaData, + expectedOutput, + isAlphaConst); +} + +TEST_SUITE("Prelu_CpuRefTests") +{ + +TEST_CASE ("PreluFp32SimpleConstTest_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + PreluFloatSimpleTest(backends, true); +} + +TEST_CASE ("PreluFp32SimpleTest_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + PreluFloatSimpleTest(backends, false); +} + +TEST_CASE ("PreluFp32SimpleConstDynamicTest_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + PreluFloatSimpleTest(backends, true, true); +} + +TEST_CASE ("PreluFp32SimpleDynamicTest_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + PreluFloatSimpleTest(backends, false, true); +} + +} // TEST_SUITE("Prelu_CpuRefTests") + +TEST_SUITE("Prelu_CpuAccTests") +{ + +TEST_CASE ("PreluFp32SimpleConstTest_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + PreluFloatSimpleTest(backends, true); +} + +TEST_CASE ("PreluFp32SimpleTest_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + PreluFloatSimpleTest(backends, false); +} + +TEST_CASE ("PreluFp32SimpleConstDynamicTest_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + PreluFloatSimpleTest(backends, true, true); +} + +TEST_CASE ("PreluFp32SimpleDynamicTest_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + PreluFloatSimpleTest(backends, false, true); +} + +} // TEST_SUITE("Prelu_CpuAccTests") + +TEST_SUITE("Prelu_GpuAccTests") +{ + +TEST_CASE ("PreluFp32SimpleConstTest_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + PreluFloatSimpleTest(backends, true); +} + +TEST_CASE ("PreluFp32SimpleTest_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + PreluFloatSimpleTest(backends, false); +} + +TEST_CASE ("PreluFp32SimpleConstDynamicTest_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + PreluFloatSimpleTest(backends, true, true); +} + +TEST_CASE ("PreluFp32SimpleDynamicTest_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + PreluFloatSimpleTest(backends, false, true); +} + +} // TEST_SUITE("Prelu_GpuAccTests") + +}
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