merged updated class lib template

.github/workflows/master.yml

@@ -0,0 +1,34 @@
+name: Master
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+
+jobs:
+  build-test:
+    name: Build and Test
+    runs-on: ${{ matrix.os }}-latest
+
+    strategy:
+      matrix:
+        os: [windows, ubuntu, macos]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Setup .NET
+        uses: actions/setup-dotnet@v1
+        with:
+          dotnet-version: '8.0.x'
+
+      - name: Deps
+        run: dotnet restore
+
+      - name: Build
+        run: dotnet build --configuration Release --no-restore
+
+      - name: Test
+        run: dotnet test --no-restore --verbosity normal

MinGPT.sln

@@ -12,6 +12,7 @@ EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "CI", "CI", "{8C3BD3D9-5F7E-4622-80E3-45BF5190320E}"
 	ProjectSection(SolutionItems) = preProject
 		CI\Azure-Master.yml = CI\Azure-Master.yml
+		.github\workflows\master.yml = .github\workflows\master.yml
 	EndProjectSection
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "MinGPT", "src\MinGPT.csproj", "{04BE1707-4235-44E6-AB58-48621D5160D3}"

app/app.csproj

@@ -2,10 +2,10 @@
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
-    <TargetFramework>net6.0-windows</TargetFramework>
+    <TargetFramework>net8.0-windows</TargetFramework>
     <AssemblyName>minGPT</AssemblyName>
     <RootNamespace>LostTech.Torch.NN</RootNamespace>
-    <LangVersion>10.0</LangVersion>
+    <LangVersion>12.0</LangVersion>
     <Nullable>enable</Nullable>
     <AllowUnsafeBlocks>true</AllowUnsafeBlocks>
 

src/GlobalUsings.cs

@@ -1,6 +1,11 @@
 global using System;
 global using System.Collections.Generic;
 global using System.Linq;
+global using System.Threading;
+global using System.Threading.Tasks;
 
 global using TorchSharp;
 global using TorchSharp.Modules;
+
+// for FormattableString.Invariant
+global using static System.FormattableString;

src/MinGPT.csproj

@@ -3,8 +3,8 @@
   <PropertyGroup>
     <AssemblyName>LostTech.Torch.MinGPT</AssemblyName>
     <RootNamespace>LostTech.Torch.NN</RootNamespace>
-    <TargetFramework>net6.0</TargetFramework>
-    <LangVersion>10.0</LangVersion>
+    <TargetFramework>net8.0</TargetFramework>
+    <LangVersion>12.0</LangVersion>
     <VersionPrefix>0.3.0</VersionPrefix>
     <Nullable>enable</Nullable>
 
@@ -13,7 +13,8 @@
     <PackageReadmeFile>README.md</PackageReadmeFile>
     <PackageProjectUrl>https://github.com/losttech/Torch.MinGPT</PackageProjectUrl>
     <PackageTags>PyTorch;TorchSharp;text-processing;deep-learning;ML;AI;GPT;text-completion;transformer;NLP</PackageTags>
-    <PackageLicenseFile>LICENSE</PackageLicenseFile>
+    <PackageLicenseExpression>MIT</PackageLicenseExpression>
+    <PackageLicenseFile Condition="$(PackageLicenseExpression) == ''">LICENSE</PackageLicenseFile>
     <Authors>Victor Nova</Authors>
     <Company>Lost Tech LLC</Company>
     <Product>LostTech.Torch</Product>
@@ -22,8 +23,7 @@
     <!-- The following is recommended for public projects -->
     <PublishRepositoryUrl>true</PublishRepositoryUrl>
     <DebugSymbols>true</DebugSymbols>
-    <IncludeSymbols>true</IncludeSymbols>
-    <SymbolPackageFormat>snupkg</SymbolPackageFormat>
+    <DebugType>embedded</DebugType>
     <RepositoryUrl>https://github.com/losttech/Torch.MinGPT.git</RepositoryUrl>
     <RepositoryType>git</RepositoryType>
   </PropertyGroup>

test/ImplicitUsings.cs

@@ -0,0 +1,13 @@
+global using System;
+global using System.Collections.Generic;
+global using System.Linq;
+global using System.Threading;
+global using System.Threading.Tasks;
+
+global using TorchSharp;
+global using TorchSharp.Modules;
+
+global using Xunit;
+
+// for FormattableString.Invariant
+global using static System.FormattableString;

test/MinGPT.Tests.csproj

@@ -1,22 +1,22 @@
 <Project Sdk="Microsoft.NET.Sdk">
 
   <PropertyGroup>
-    <TargetFramework>net6.0</TargetFramework>
+    <TargetFramework>net8.0</TargetFramework>
     <RootNamespace>LostTech.Torch.NN</RootNamespace>
 
     <IsPackable>false</IsPackable>
 
-    <LangVersion>10.0</LangVersion>
+    <LangVersion>12.0</LangVersion>
     <AllowUnsafeBlocks>true</AllowUnsafeBlocks>
     <Nullable>enable</Nullable>
   </PropertyGroup>
 
   <ItemGroup>
     <PackageReference Include="libtorch-cpu" Version="1.13.0.1" />
-    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.4.1" />
+    <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.8.0" />
     <PackageReference Include="System.Drawing.Common" Version="6.0.0" />
-    <PackageReference Include="xunit" Version="2.4.2" />
-    <PackageReference Include="xunit.runner.visualstudio" Version="2.4.5">
+    <PackageReference Include="xunit" Version="2.6.3" />
+    <PackageReference Include="xunit.runner.visualstudio" Version="2.5.5">
       <PrivateAssets>all</PrivateAssets>
       <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
     </PackageReference>

test/SirenTests.cs

@@ -1,18 +1,14 @@
 namespace LostTech.Torch.NN {
     using System.Diagnostics;
     using System.Drawing;
-    using System.Linq;
     using System.Runtime.CompilerServices;
 
-    using TorchSharp;
-
-    using Xunit;
     using static ImageTools;
     using static TorchSharp.torch.nn;
 
     public partial class SirenTests {
         [Fact]
-        public Module CanLearn() {
+        public void CanLearn() {
             torch.random.manual_seed(119);
 
             var thisAssembly = System.Reflection.Assembly.GetExecutingAssembly();
@@ -55,7 +51,6 @@ public Module CanLearn() {
             using var recall = model.forward(coords);
             double recallLoss = loss.forward(recall, trainImage).mean().ToDouble();
             Assert.True(recallLoss < 0.25, recallLoss.ToString());
-            return model;
         }
 
         [ModuleInitializer]