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Diffstat (limited to 'delegate/src/test/ArgMinMaxTest.cpp')
| -rw-r--r-- | delegate/src/test/ArgMinMaxTest.cpp | 174 |
1 files changed, 174 insertions, 0 deletions
diff --git a/delegate/src/test/ArgMinMaxTest.cpp b/delegate/src/test/ArgMinMaxTest.cpp new file mode 100644 index 0000000000..bf60a77cb2 --- /dev/null +++ b/delegate/src/test/ArgMinMaxTest.cpp @@ -0,0 +1,174 @@ +// +// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "ArgMinMaxTestHelper.hpp" + +#include <armnn_delegate.hpp> + +#include <flatbuffers/flatbuffers.h> +#include <tensorflow/lite/schema/schema_generated.h> + +#include <doctest/doctest.h> + +namespace armnnDelegate +{ + +void ArgMaxFP32Test(std::vector<armnn::BackendId>& backends, int axisValue) +{ + // Set input data + std::vector<int32_t> inputShape { 1, 3, 2, 4 }; + std::vector<int32_t> outputShape { 1, 3, 4 }; + std::vector<int32_t> axisShape { 1 }; + + std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, + 5.0f, 6.0f, 7.0f, 8.0f, + + 10.0f, 20.0f, 30.0f, 40.0f, + 50.0f, 60.0f, 70.0f, 80.0f, + + 100.0f, 200.0f, 300.0f, 400.0f, + 500.0f, 600.0f, 700.0f, 800.0f }; + + std::vector<int32_t> expectedOutputValues = { 1, 1, 1, 1, + 1, 1, 1, 1, + 1, 1, 1, 1 }; + + ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MAX, + ::tflite::TensorType_FLOAT32, + backends, + inputShape, + axisShape, + outputShape, + inputValues, + expectedOutputValues, + axisValue, + ::tflite::TensorType_INT32); +} + +void ArgMinFP32Test(std::vector<armnn::BackendId>& backends, int axisValue) +{ + // Set input data + std::vector<int32_t> inputShape { 1, 3, 2, 4 }; + std::vector<int32_t> outputShape { 1, 3, 2 }; + std::vector<int32_t> axisShape { 1 }; + + std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, + 5.0f, 6.0f, 7.0f, 8.0f, + + 10.0f, 20.0f, 30.0f, 40.0f, + 50.0f, 60.0f, 70.0f, 80.0f, + + 100.0f, 200.0f, 300.0f, 400.0f, + 500.0f, 600.0f, 700.0f, 800.0f }; + + std::vector<int32_t> expectedOutputValues = { 0, 0, + 0, 0, + 0, 0 }; + + ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MIN, + ::tflite::TensorType_FLOAT32, + backends, + inputShape, + axisShape, + outputShape, + inputValues, + expectedOutputValues, + axisValue, + ::tflite::TensorType_INT32); +} + +void ArgMaxUint8Test(std::vector<armnn::BackendId>& backends, int axisValue) +{ + // Set input data + std::vector<int32_t> inputShape { 1, 1, 1, 5 }; + std::vector<int32_t> outputShape { 1, 1, 1 }; + std::vector<int32_t> axisShape { 1 }; + + std::vector<uint8_t> inputValues = { 5, 2, 8, 10, 9 }; + + std::vector<int32_t> expectedOutputValues = { 3 }; + + ArgMinMaxTest<uint8_t, int32_t>(tflite::BuiltinOperator_ARG_MAX, + ::tflite::TensorType_UINT8, + backends, + inputShape, + axisShape, + outputShape, + inputValues, + expectedOutputValues, + axisValue, + ::tflite::TensorType_INT32); +} + +TEST_SUITE("ArgMinMax_CpuRefTests") +{ + +TEST_CASE ("ArgMaxFP32Test_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + ArgMaxFP32Test(backends, 2); +} + +TEST_CASE ("ArgMinFP32Test_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + ArgMinFP32Test(backends, 3); +} + +TEST_CASE ("ArgMaxUint8Test_CpuRef_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; + ArgMaxUint8Test(backends, -1); +} + +} // TEST_SUITE("ArgMinMax_CpuRefTests") + +TEST_SUITE("ArgMinMax_CpuAccTests") +{ + +TEST_CASE ("ArgMaxFP32Test_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + ArgMaxFP32Test(backends, 2); +} + +TEST_CASE ("ArgMinFP32Test_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + ArgMinFP32Test(backends, 3); +} + +TEST_CASE ("ArgMaxUint8Test_CpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; + ArgMaxUint8Test(backends, -1); +} + +} // TEST_SUITE("ArgMinMax_CpuAccTests") + +TEST_SUITE("ArgMinMax_GpuAccTests") +{ + +TEST_CASE ("ArgMaxFP32Test_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + ArgMaxFP32Test(backends, 2); +} + +TEST_CASE ("ArgMinFP32Test_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + ArgMinFP32Test(backends, 3); +} + +TEST_CASE ("ArgMaxUint8Test_GpuAcc_Test") +{ + std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; + ArgMaxUint8Test(backends, -1); +} + +} // TEST_SUITE("ArgMinMax_GpuAccTests") + +} // namespace armnnDelegate
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