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Added Managed wrapper to Eval interface
Added CS Client for managed wrapper
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| <?xml version="1.0" encoding="utf-8" ?> | ||
| <configuration> | ||
| <startup> | ||
| <supportedRuntime version="v4.0" sku=".NETFramework,Version=v4.5" /> | ||
| </startup> | ||
| </configuration> |
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| <?xml version="1.0" encoding="utf-8"?> | ||
| <Project ToolsVersion="12.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> | ||
| <Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> | ||
| <PropertyGroup> | ||
| <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> | ||
| <Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> | ||
| <ProjectGuid>{41E11A59-62B2-4927-A4F8-F40B1B612C6C}</ProjectGuid> | ||
| <OutputType>Exe</OutputType> | ||
| <AppDesignerFolder>Properties</AppDesignerFolder> | ||
| <RootNamespace>CSEvalClient</RootNamespace> | ||
| <AssemblyName>CSEvalClient</AssemblyName> | ||
| <TargetFrameworkVersion>v4.5</TargetFrameworkVersion> | ||
| <FileAlignment>512</FileAlignment> | ||
| </PropertyGroup> | ||
| <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> | ||
| <PlatformTarget>x64</PlatformTarget> | ||
| <DebugSymbols>true</DebugSymbols> | ||
| <DebugType>full</DebugType> | ||
| <Optimize>false</Optimize> | ||
| <OutputPath>..\..\x64\Debug\</OutputPath> | ||
| <DefineConstants>DEBUG;TRACE</DefineConstants> | ||
| <ErrorReport>prompt</ErrorReport> | ||
| <WarningLevel>4</WarningLevel> | ||
| </PropertyGroup> | ||
| <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> | ||
| <PlatformTarget>AnyCPU</PlatformTarget> | ||
| <DebugType>pdbonly</DebugType> | ||
| <Optimize>true</Optimize> | ||
| <OutputPath>bin\Release\</OutputPath> | ||
| <DefineConstants>TRACE</DefineConstants> | ||
| <ErrorReport>prompt</ErrorReport> | ||
| <WarningLevel>4</WarningLevel> | ||
| </PropertyGroup> | ||
| <PropertyGroup Condition="'$(Configuration)|$(Platform)' == 'Debug|x64'"> | ||
| <DebugSymbols>true</DebugSymbols> | ||
| <OutputPath>bin\x64\Debug\</OutputPath> | ||
| <DefineConstants>DEBUG;TRACE</DefineConstants> | ||
| <DebugType>full</DebugType> | ||
| <PlatformTarget>x64</PlatformTarget> | ||
| <ErrorReport>prompt</ErrorReport> | ||
| <CodeAnalysisRuleSet>MinimumRecommendedRules.ruleset</CodeAnalysisRuleSet> | ||
| <Prefer32Bit>true</Prefer32Bit> | ||
| </PropertyGroup> | ||
| <PropertyGroup Condition="'$(Configuration)|$(Platform)' == 'Release|x64'"> | ||
| <OutputPath>bin\x64\Release\</OutputPath> | ||
| <DefineConstants>TRACE</DefineConstants> | ||
| <Optimize>true</Optimize> | ||
| <DebugType>pdbonly</DebugType> | ||
| <PlatformTarget>x64</PlatformTarget> | ||
| <ErrorReport>prompt</ErrorReport> | ||
| <CodeAnalysisRuleSet>MinimumRecommendedRules.ruleset</CodeAnalysisRuleSet> | ||
| <Prefer32Bit>true</Prefer32Bit> | ||
| </PropertyGroup> | ||
| <ItemGroup> | ||
| <Reference Include="System" /> | ||
| <Reference Include="System.Core" /> | ||
| <Reference Include="System.Xml.Linq" /> | ||
| <Reference Include="System.Data.DataSetExtensions" /> | ||
| <Reference Include="Microsoft.CSharp" /> | ||
| <Reference Include="System.Data" /> | ||
| <Reference Include="System.Xml" /> | ||
| </ItemGroup> | ||
| <ItemGroup> | ||
| <Compile Include="Program.cs" /> | ||
| <Compile Include="Properties\AssemblyInfo.cs" /> | ||
| </ItemGroup> | ||
| <ItemGroup> | ||
| <None Include="App.config" /> | ||
| </ItemGroup> | ||
| <ItemGroup> | ||
| <ProjectReference Include="..\EvalWrapper\EvalWrapper.vcxproj"> | ||
| <Project>{ef766cae-9cb1-494c-9153-0030631a6340}</Project> | ||
| <Name>EvalWrapper</Name> | ||
| </ProjectReference> | ||
| </ItemGroup> | ||
| <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> | ||
| <!-- To modify your build process, add your task inside one of the targets below and uncomment it. | ||
| Other similar extension points exist, see Microsoft.Common.targets. | ||
| <Target Name="BeforeBuild"> | ||
| </Target> | ||
| <Target Name="AfterBuild"> | ||
| </Target> | ||
| --> | ||
| </Project> |
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| // | ||
| // <copyright file="Program.cs" company="Microsoft"> | ||
| // Copyright (c) Microsoft Corporation. All rights reserved. | ||
| // </copyright> | ||
| // | ||
| using System; | ||
| using System.Collections.Generic; | ||
| using System.IO; | ||
| using System.Linq; | ||
| using Microsoft.MSR.CNTK; | ||
|
|
||
| namespace CSEvalClient | ||
| { | ||
| class Program | ||
| { | ||
| private static void Main(string[] args) | ||
| { | ||
| Environment.CurrentDirectory = Path.Combine(Environment.CurrentDirectory, @"..\..\Examples\Image\MNIST\Data\"); | ||
| Console.WriteLine("Current Directory: {0}", Environment.CurrentDirectory); | ||
|
|
||
| Console.WriteLine("Creating Model Evaluator..."); | ||
| var model = new IEvaluateModelManagedF(); | ||
|
|
||
| Console.WriteLine("Initializing Model Evaluator..."); | ||
| string config = GetConfig(); | ||
| model.Init(config); | ||
|
|
||
| Console.WriteLine("Loading Model..."); | ||
| string modelFilePath = Path.Combine(Environment.CurrentDirectory, @"..\Output\Models\01_OneHidden"); | ||
| model.LoadModel(modelFilePath); | ||
|
|
||
| var inputs = GetDictionary("features", 28 * 28, 255); | ||
| var outputs = GetDictionary("ol.z", 10, 100); | ||
|
|
||
| Console.WriteLine("Press <Enter> to begin evaluating."); | ||
| Console.ReadLine(); | ||
|
|
||
| List<float> outputList = null; | ||
| for (int i = 0; i < 10; i++) | ||
| { | ||
| Console.WriteLine("Evaluating Model..."); | ||
| outputList = model.Evaluate(inputs, "ol.z", 10); // return results | ||
| model.Evaluate(inputs, outputs); // Pass result structure | ||
| } | ||
|
|
||
| Console.WriteLine("Destroying Model..."); | ||
| model.Destroy(); | ||
|
|
||
| Console.WriteLine("Output contents:"); | ||
| foreach (var item in outputs) | ||
| { | ||
| Console.WriteLine(item); | ||
| } | ||
|
|
||
| Console.WriteLine("Press <Enter> to terminate."); | ||
| Console.ReadLine(); | ||
| } | ||
|
|
||
| static Dictionary<string, List<float>> GetDictionary(string key, int size, int maxValue) | ||
| { | ||
| return new Dictionary<string, List<float>>() { { key, GetFloatArray(size, maxValue) } }; | ||
| } | ||
|
|
||
| static string GetConfig() | ||
| { | ||
| string configFilePath = Path.Combine(Environment.CurrentDirectory, | ||
| @"..\Config\01_OneHidden.config"); | ||
|
|
||
| var lines = System.IO.File.ReadAllLines(configFilePath); | ||
| return string.Join("\n", lines); | ||
| } | ||
|
|
||
| static List<float> GetFloatArray(int size, int maxValue) | ||
| { | ||
| Random rnd = new Random(); | ||
| return Enumerable.Range(1, size).Select(i => (float)rnd.Next(maxValue)).ToList(); | ||
| } | ||
| } | ||
| } |
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| @@ -0,0 +1,36 @@ | ||
| using System.Reflection; | ||
| using System.Runtime.CompilerServices; | ||
| using System.Runtime.InteropServices; | ||
|
|
||
| // General Information about an assembly is controlled through the following | ||
| // set of attributes. Change these attribute values to modify the information | ||
| // associated with an assembly. | ||
| [assembly: AssemblyTitle("CSEvalClient")] | ||
| [assembly: AssemblyDescription("")] | ||
| [assembly: AssemblyConfiguration("")] | ||
| [assembly: AssemblyCompany("")] | ||
| [assembly: AssemblyProduct("CSEvalClient")] | ||
| [assembly: AssemblyCopyright("Copyright © 2016")] | ||
| [assembly: AssemblyTrademark("")] | ||
| [assembly: AssemblyCulture("")] | ||
|
|
||
| // Setting ComVisible to false makes the types in this assembly not visible | ||
| // to COM components. If you need to access a type in this assembly from | ||
| // COM, set the ComVisible attribute to true on that type. | ||
| [assembly: ComVisible(false)] | ||
|
|
||
| // The following GUID is for the ID of the typelib if this project is exposed to COM | ||
| [assembly: Guid("6ec08331-7554-4ebd-b663-b64ab6e719e2")] | ||
|
|
||
| // Version information for an assembly consists of the following four values: | ||
| // | ||
| // Major Version | ||
| // Minor Version | ||
| // Build Number | ||
| // Revision | ||
| // | ||
| // You can specify all the values or you can default the Build and Revision Numbers | ||
| // by using the '*' as shown below: | ||
| // [assembly: AssemblyVersion("1.0.*")] | ||
| [assembly: AssemblyVersion("1.0.0.0")] | ||
| [assembly: AssemblyFileVersion("1.0.0.0")] |
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