| // |
| // 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") |
| |
| } |