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Add benchmarking project for performance analysis
Will be useful later on as we cross-compare implementations when there's new improvements Signed-off-by: Ayane <[email protected]>
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Mediapipe.Net.Benchmarks/FloatPacketPerformanceBenchmark.cs
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| // Copyright (c) homuler and The Vignette Authors | ||
| // This file is part of MediaPipe.NET. | ||
| // MediaPipe.NET is licensed under the MIT License. See LICENSE for details. | ||
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| using BenchmarkDotNet.Attributes; | ||
| using BenchmarkDotNet.Engines; | ||
| using BenchmarkDotNet.Running; | ||
| using Mediapipe.Net.Framework.Packets; | ||
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| namespace Mediapipe.Net.Benchmarks | ||
| { | ||
| [SimpleJob(RunStrategy.ColdStart, launchCount: 50)] | ||
| [MinColumn, MaxColumn, MeanColumn, MedianColumn] | ||
| public class FloatPacketPerformanceBenchmark | ||
| { | ||
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| [Benchmark] | ||
| public void InstantiateFloatPacket() | ||
| { | ||
| var randomSingle = new Random().NextSingle(); | ||
| var packet = new FloatPacket(randomSingle); | ||
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| packet.ValidateAsType().Ok(); | ||
| } | ||
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| [Benchmark] | ||
| public void InstatiateFloatArrayPacket() | ||
| { | ||
| var randomArray = new float[10]; | ||
| for (var i = 0; i < randomArray.Length; i++) | ||
| { | ||
| randomArray[i] = new Random().NextSingle(); | ||
| } | ||
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| var packet = new FloatArrayPacket(randomArray); | ||
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| packet.ValidateAsType().Ok(); | ||
| } | ||
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| } | ||
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| public class Program | ||
| { | ||
| public static void Main(string[] args) | ||
| { | ||
| var summary = BenchmarkRunner.Run<FloatPacketPerformanceBenchmark>(); | ||
| } | ||
| } | ||
| } |
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| <Project Sdk="Microsoft.NET.Sdk"> | ||
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| <PropertyGroup> | ||
| <OutputType>Exe</OutputType> | ||
| <TargetFramework>net8.0</TargetFramework> | ||
| <ImplicitUsings>enable</ImplicitUsings> | ||
| <Nullable>enable</Nullable> | ||
| </PropertyGroup> | ||
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| <ItemGroup> | ||
| <PackageReference Include="BenchmarkDotNet" Version="0.13.12" /> | ||
| <PackageReference Include="Mediapipe.Net.Runtime.CPU" Version="0.9.1" /> | ||
| </ItemGroup> | ||
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| <ItemGroup> | ||
| <ProjectReference Include="..\Mediapipe.Net\Mediapipe.Net.csproj" /> | ||
| </ItemGroup> | ||
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| </Project> |