| // |
| // 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 |