diff options
Diffstat (limited to 'test')
9 files changed, 436 insertions, 0 deletions
diff --git a/test/Tizen.MachineLearning.Inference.Test/App.cs b/test/Tizen.MachineLearning.Inference.Test/App.cs new file mode 100755 index 000000000..3f4e51817 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/App.cs @@ -0,0 +1,132 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License + */ + +using System; +using Log = Tizen.Log; +using Xamarin.Forms; +using Tizen.MachineLearning.Inference.Test; + +namespace XamarinForTizen.Tizen +{ + public class App : Application + { + Button btnPipeline; + Button btnSingle; + Button btnTensorsInfo; + Label lblResult; + + + public App() + { + btnPipeline = new Button + { + Text = "Pipeline Test", + HorizontalOptions = LayoutOptions.FillAndExpand, + VerticalOptions = LayoutOptions.StartAndExpand, + }; + btnPipeline.Clicked += OnBtnPilelineClicked; + + btnSingle = new Button + { + Text = "Single Test", + HorizontalOptions = LayoutOptions.FillAndExpand, + VerticalOptions = LayoutOptions.StartAndExpand, + }; + btnSingle.Clicked += OnBtnSingleClicked; + + btnTensorsInfo = new Button + { + Text = "TensorsInfo Test", + HorizontalOptions = LayoutOptions.FillAndExpand, + VerticalOptions = LayoutOptions.StartAndExpand, + }; + btnTensorsInfo.Clicked += OnBtnTensorsInfoClicked; + + lblResult = new Label + { + Text = "", + HorizontalOptions = LayoutOptions.FillAndExpand, + }; + // The root page of your application + MainPage = new ContentPage + { + Content = new StackLayout + { + VerticalOptions = LayoutOptions.Start, + Children = { + btnPipeline, + btnSingle, + btnTensorsInfo, + lblResult, + } + } + }; + } + + protected override void OnStart() + { + // Handle when your app starts + } + + protected override void OnSleep() + { + // Handle when your app sleeps + } + + protected override void OnResume() + { + // Handle when your app resumes + } + + private void OnBtnPilelineClicked(object s, EventArgs e) + { + string retMsg = ""; + retMsg += "Pipeline Test Started\n\n"; + + retMsg += "\nPipeline Test Done"; + + lblResult.Text = retMsg; + } + + private void OnBtnSingleClicked(object s, EventArgs e) + { + string msg = "Single Test Started\n"; + + msg += " * BasicSingleTest_Success00: "; + msg += SingleShotTest.BasicSingleTest_Success00() ? "OK\n" : "Failed\n"; + + msg += "Single Test is Done\n"; + + lblResult.Text = msg; + } + + private void OnBtnTensorsInfoClicked(object s, EventArgs e) + { + string msg = "TensorsInfo Test Started\n"; + + msg += " * BasicTensorTest_Success00: "; + msg += TensorsInfoTest.BasicTensorTest_Success00() ? "OK\n" : "Failed\n"; + + msg += " * BasicTensorTest_Success01: "; + msg += TensorsInfoTest.BasicTensorTest_Success01() ? "OK\n" : "Failed\n"; + + msg += " * BasicTensorTest_Success02: "; + msg += TensorsInfoTest.BasicTensorTest_Success02() ? "OK\n" : "Failed\n"; + + lblResult.Text = msg; + } + } +} diff --git a/test/Tizen.MachineLearning.Inference.Test/Program.cs b/test/Tizen.MachineLearning.Inference.Test/Program.cs new file mode 100755 index 000000000..f8d0fb7e7 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/Program.cs @@ -0,0 +1,37 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License + */ + +using System; + +namespace XamarinForTizen.Tizen +{ + class Program : global::Xamarin.Forms.Platform.Tizen.FormsApplication + { + protected override void OnCreate() + { + base.OnCreate(); + + LoadApplication(new App()); + } + + static void Main(string[] args) + { + var app = new Program(); + global::Xamarin.Forms.Platform.Tizen.Forms.Init(app); + app.Run(args); + } + } +} diff --git a/test/Tizen.MachineLearning.Inference.Test/SingleTest.cs b/test/Tizen.MachineLearning.Inference.Test/SingleTest.cs new file mode 100755 index 000000000..78c6b8b13 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/SingleTest.cs @@ -0,0 +1,57 @@ +using System; +using System.IO; +using System.Text; +using System.Threading.Tasks; +using Tizen.MachineLearning.Inference; + +namespace Tizen.MachineLearning.Inference.Test +{ + class SingleShotTest + { + const string TAG = "ML.Inference.Test"; + private static string ResourcePath = Tizen.Applications.Application.Current.DirectoryInfo.Resource; + + public static bool BasicSingleTest_Success00() + { + byte[] in_buffer = new byte[3 * 224 * 224 * 1]; + byte[] out_buffer; + string model_path = ResourcePath + "models/mobilenet_v1_1.0_224_quant.tflite"; + + TensorsInfo in_info; + TensorsInfo out_info; + TensorsData in_data; + TensorsData out_data; + + /* Set input & output TensorsInfo */ + in_info = new TensorsInfo(); + in_info.AddTensorInfo(TensorType.UInt8, new int[4] { 3, 224, 224, 1 }); + + out_info = new TensorsInfo(); + out_info.AddTensorInfo(TensorType.UInt8, new int[4] { 1001, 1, 1, 1 }); + + /* Create single inference engine */ + SingleShot single = new SingleShot(model_path, in_info, out_info); + + /* Set input data */ + in_data = in_info.GetTensorsData(); + in_data.SetTensorData(0, in_buffer); + + /* Single shot invoke */ + out_data = single.Invoke(in_data); + + /* Get output data from TensorsData */ + out_buffer = out_data.GetTensorData(0); + + /* Release Single inference instance */ + single.Dispose(); + + /* clean up */ + in_data.Dispose(); + out_data.Dispose(); + in_info.Dispose(); + out_info.Dispose(); + + return true; + } + } +} diff --git a/test/Tizen.MachineLearning.Inference.Test/TensorsInfoTest.cs b/test/Tizen.MachineLearning.Inference.Test/TensorsInfoTest.cs new file mode 100755 index 000000000..460e65855 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/TensorsInfoTest.cs @@ -0,0 +1,144 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the License); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +using System; +using System.IO; +using Tizen.MachineLearning.Inference; + +namespace Tizen.MachineLearning.Inference.Test +{ + public static class TensorsInfoTest + { + const string TAG = "Nnstreamer"; + + public static bool BasicTensorTest_Success00() + { + int[] in_dim = new int[4] { 3, 224, 224, 1 }; + + TensorsInfo tensorsInfo = new TensorsInfo(); + tensorsInfo.AddTensorInfo(TensorType.UInt8, in_dim); + + /* Check */ + if (tensorsInfo.GetTensorType(0) != TensorType.UInt8) + return false; + + int[] in_res = tensorsInfo.GetDimension(0); + for (int i = 0; i < 4; ++i) + { + if (in_dim[i] != in_res[i]) + return false; + } + return true; + } + public static bool BasicTensorTest_Success01() + { + TensorsInfo tensorsInfo; + TensorsData tensorsData; + int[] in_dim = new int[4] { 10, 1, 1, 1 }; + byte[] buffer_in = new byte[] { 17, 2, 3, 4, 5, 6, 7, 8, 9, 10 }; + byte[] buffer_out; + + tensorsInfo = new TensorsInfo(); + tensorsInfo.AddTensorInfo(TensorType.UInt8, in_dim); + Log.Info(TAG, "Current Count: " + tensorsInfo.Count); + + tensorsData = tensorsInfo.GetTensorsData(); + tensorsData.SetTensorData(0, buffer_in); + + buffer_out = tensorsData.GetTensorData(0); + + if (buffer_in.Length != buffer_out.Length) + { + Log.Error(TAG, "The size of buffers is different"); + return false; + } + + for (int i = 0; i < buffer_in.Length; ++i) + { + if (buffer_in[i] != buffer_out[i]) + { + Log.Error(TAG, "The value of " + i.ToString() + " th element is different"); + return false; + } + } + + return true; + } + + public static bool BasicTensorTest_Success02() + { + TensorsInfo tensorsInfo; + TensorsData tensorsData; + int[] in_dim = new int[4] { 10, 1, 1, 1 }; + byte[] buffer_in = new byte[] { 17, 2, 3, 4, 5, 6, 7, 8, 9, 10 }; + byte[] buffer_out; + + tensorsInfo = new TensorsInfo(); + tensorsInfo.AddTensorInfo(TensorType.UInt8, in_dim); + + tensorsData = tensorsInfo.GetTensorsData(); + tensorsData.SetTensorData(0, buffer_in); + buffer_out = tensorsData.GetTensorData(0); + + if (buffer_in.Length != buffer_out.Length) + { + Log.Error(TAG, "The size of buffers is different"); + return false; + } + + for (int i = 0; i < buffer_in.Length; ++i) + { + if (buffer_in[i] != buffer_out[i]) + { + Log.Error(TAG, "The value of " + i.ToString() + " th element is different"); + return false; + } + } + tensorsData.Dispose(); + + /* Add new tensor */ + int[] in2_dim = new int[4] { 5, 1, 1, 1 }; + byte[] buffer_in2 = new byte[] { 10, 20, 30, 40, 50 }; + byte[] buffer_out2; + + + tensorsInfo.AddTensorInfo(TensorType.UInt8, in2_dim); + + tensorsData = tensorsInfo.GetTensorsData(); + tensorsData.SetTensorData(0, buffer_in); + buffer_out = tensorsData.GetTensorData(0); + tensorsData.SetTensorData(1, buffer_in2); + buffer_out2 = tensorsData.GetTensorData(1); + + if (buffer_in2.Length != buffer_out2.Length) + { + Log.Error(TAG, "The size of buffers is different"); + return false; + } + + for (int i = 0; i < buffer_in2.Length; ++i) + { + if (buffer_in2[i] != buffer_out2[i]) + { + Log.Error(TAG, "The value of " + i.ToString() + " th element is different"); + return false; + } + } + + return true; + } + } +} diff --git a/test/Tizen.MachineLearning.Inference.Test/Tizen.MachineLearning.Inference.Test.csproj b/test/Tizen.MachineLearning.Inference.Test/Tizen.MachineLearning.Inference.Test.csproj new file mode 100755 index 000000000..85e0af006 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/Tizen.MachineLearning.Inference.Test.csproj @@ -0,0 +1,29 @@ +<Project Sdk="Microsoft.NET.Sdk"> + + <!-- Property Group for Tizen50 Project --> + <PropertyGroup> + <OutputType>Exe</OutputType> + <TargetFramework>tizen60</TargetFramework> + </PropertyGroup> + + <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> + <DebugType>portable</DebugType> + </PropertyGroup> + <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> + <DebugType>None</DebugType> + </PropertyGroup> + + <ItemGroup> + <Folder Include="lib\" /> + <Folder Include="res\" /> + </ItemGroup> + + + <!-- Include Nuget Package for Tizen Project building --> + <ItemGroup> + <PackageReference Include="Tizen.NET" Version="6.0.0.14863" /> + <PackageReference Include="Tizen.NET.Sdk" Version="1.0.3" /> + <PackageReference Include="Xamarin.Forms" Version="4.0.0.482894" /> + </ItemGroup> + +</Project> diff --git a/test/Tizen.MachineLearning.Inference.Test/Tizen.MachineLearning.Inference.Test.sln b/test/Tizen.MachineLearning.Inference.Test/Tizen.MachineLearning.Inference.Test.sln new file mode 100755 index 000000000..3df090cc1 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/Tizen.MachineLearning.Inference.Test.sln @@ -0,0 +1,25 @@ + +Microsoft Visual Studio Solution File, Format Version 12.00 +# Visual Studio 15 +VisualStudioVersion = 15.0.28307.645 +MinimumVisualStudioVersion = 10.0.40219.1 +Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Tizen.MachineLearning.Inference.Test", "Tizen.MachineLearning.Inference.Test.csproj", "{55443533-832E-49A8-B8E4-1A4C07A97F87}" +EndProject +Global + GlobalSection(SolutionConfigurationPlatforms) = preSolution + Debug|Any CPU = Debug|Any CPU + Release|Any CPU = Release|Any CPU + EndGlobalSection + GlobalSection(ProjectConfigurationPlatforms) = postSolution + {55443533-832E-49A8-B8E4-1A4C07A97F87}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {55443533-832E-49A8-B8E4-1A4C07A97F87}.Debug|Any CPU.Build.0 = Debug|Any CPU + {55443533-832E-49A8-B8E4-1A4C07A97F87}.Release|Any CPU.ActiveCfg = Release|Any CPU + {55443533-832E-49A8-B8E4-1A4C07A97F87}.Release|Any CPU.Build.0 = Release|Any CPU + EndGlobalSection + GlobalSection(SolutionProperties) = preSolution + HideSolutionNode = FALSE + EndGlobalSection + GlobalSection(ExtensibilityGlobals) = postSolution + SolutionGuid = {2EFA7F43-50B6-4153-8FE6-290DD0A33E80} + EndGlobalSection +EndGlobal diff --git a/test/Tizen.MachineLearning.Inference.Test/res/models/mobilenet_v1_1.0_224_quant.tflite b/test/Tizen.MachineLearning.Inference.Test/res/models/mobilenet_v1_1.0_224_quant.tflite Binary files differnew file mode 100755 index 000000000..9a81d7c81 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/res/models/mobilenet_v1_1.0_224_quant.tflite diff --git a/test/Tizen.MachineLearning.Inference.Test/shared/res/Tizen.MachineLearning.Inference.Test.png b/test/Tizen.MachineLearning.Inference.Test/shared/res/Tizen.MachineLearning.Inference.Test.png Binary files differnew file mode 100755 index 000000000..9f3cb9860 --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/shared/res/Tizen.MachineLearning.Inference.Test.png diff --git a/test/Tizen.MachineLearning.Inference.Test/tizen-manifest.xml b/test/Tizen.MachineLearning.Inference.Test/tizen-manifest.xml new file mode 100755 index 000000000..468c117ff --- /dev/null +++ b/test/Tizen.MachineLearning.Inference.Test/tizen-manifest.xml @@ -0,0 +1,12 @@ +<?xml version="1.0" encoding="utf-8"?> +<manifest package="org.tizen.machine.inference.Test" version="1.0.0" api-version="5" xmlns="http://tizen.org/ns/packages"> + <profile name="mobile" /> + <ui-application appid="org.tizen.machine.Inference.Test" exec="Tizen.MachineLearning.Inference.Test.dll" multiple="false" nodisplay="false" taskmanage="true" type="dotnet" launch_mode="single"> + <label>Tizen.MachineLearning.Inference.Test.dll</label> + <icon>Tizen.MachineLearning.Inference.Test.png</icon> + <metadata key="http://tizen.org/metadata/prefer_dotnet_aot" value="true" /> + <splash-screens /> + </ui-application> + <shortcut-list /> + <provides-appdefined-privileges /> +</manifest> |
