ci: add ci for test and auto-release. (#1047)

* Add unittest redist holder for all test projects.

* Move redist holder to another folder.

* Create dotnet.yml to config github action

* Revise the sln file.

* Update dotnet.yml

* Add version to tensorflow.hub.

* Create release.yml

* Update dotnet.yml

* Update and rename dotnet.yml to build_and_test.yml

* Update release.yml

* Update release.yml

* Revise project using.

* Update build_and_test.yml

* Update release.yml

* Update the package info of Tensorflow.Hub.

* Add a tolorance to equivalence of NDArray.

* Create semantic.yml

* fix: run code clean.

* Update release.yml

* Update release.yml

* ci: revise the auto release ci.

* ci: update release ci.

* ci: update release ci.

* ci: update ci files.

* ci: update ci files.

* ci: update ci files.

* ci: update ci files.

* ci: update ci files.

* ci: update release ci and hub package info.

* ci: revise build_and_test ci.

* test: add tolorance to float NDArray comparison.

* ci: disable linux test.

* ci: update release ci.

* Update release.yml

* ci: update release ci.

* ci: revise auto-release ci.

* ci: update auto-release ci.

* Update release.yml

* ci: specify packed project names of auto-release.

* ci: revise auto release ci file.

* ci: revise auto-release ci file.

* ci: revise auto-release ci file.

* ci: revise auto-release ci file.

* Update release.yml

* ci: revise auto-release ci file.

* ci: revise auto-release ci file.

* ci: revise auto-release ci file.

.github/workflows/build_and_test.yml

@@ -0,0 +1,66 @@
+# This workflow will build a .NET project
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-net
+
+name: build_and_test
+
+on:
+  push:
+    branches: [ "master" ]
+  pull_request:
+    branches: [ "master" ]
+    types: ["opened", "reopened", "synchronize", "ready_for_review", "auto_merge_enabled"]
+
+jobs:
+  windows:
+
+    runs-on: windows-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Setup .NET 6
+      uses: actions/setup-dotnet@v3
+      with:
+        dotnet-version: 6.0.x
+    - name: Restore dependencies
+      run: dotnet restore
+    - name: Build CPU version
+      run: dotnet build --no-restore
+    - name: Test CPU version
+      run: dotnet test --no-build --verbosity normal
+    - name: uninstall redist cpu for unit tests
+      run: dotnet remove helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist
+    - name: install redist gpu for unit tests
+      run: dotnet add helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist-Windows-GPU
+    - name: Restore dependencies
+      run: dotnet restore
+    - name: Build GPU version
+      run: dotnet build --no-restore
+#     - name: Test GPU version
+#       run: dotnet test --no-build --verbosity normal
+
+  linux:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Setup .NET
+      uses: actions/setup-dotnet@v3
+      with:
+        dotnet-version: 6.0.x
+    - name: Restore dependencies
+      run: dotnet restore
+    - name: Build CPU version
+      run: dotnet build --no-restore
+    # - name: Test CPU version
+    #   run: dotnet test --no-build --verbosity normal
+    - name: uninstall redist cpu for unit tests
+      run: dotnet remove helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist
+    - name: install redist gpu for unit tests
+      run: dotnet add helpers/Tensorflow.UnitTest.RedistHolder package SciSharp.TensorFlow.Redist-Linux-GPU
+    - name: Restore dependencies
+      run: dotnet restore
+    - name: Build GPU version
+      run: dotnet build --no-restore
+#     - name: Test GPU version
+#       run: dotnet test --no-build --verbosity normal

.github/workflows/release.yml

@@ -0,0 +1,100 @@
+name: auto-release
+
+on:
+  label:
+    types: [created, edited]
+  pull_request:
+    branches: 
+      - master
+    types: [ labeled, opened, reopened, synchronize ]
+
+env:
+  MYGET_API_TOKEN: ${{ SECRETS.RINNE_MYGET_KEY }}
+  GITHUB_TOKEN: ${{ SECRETS.RINNE_GITHUB_TOKEN }}
+
+jobs:
+  build:
+    if: contains(github.event.pull_request.labels.*.name, 'auto-release')
+    runs-on: windows-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Setup .NET 6.0.x SDK
+      uses: actions/setup-dotnet@v3
+      with:
+        dotnet-version: 6.0.x
+
+    - name: Check .NET info
+      run: dotnet --info
+
+    - name: Install dependencies
+      run: dotnet restore
+
+    - name: Build solution
+      run: dotnet build -c Release --no-restore
+
+#   run-semantic-release:
+#     runs-on: ubuntu-latest
+#     needs: build
+
+#     steps:
+#       - name: Checkout
+#         uses: actions/checkout@v2
+
+#       - name: Run semantic-release
+#         run: |
+#           export PATH=$PATH:$(yarn global bin)
+#           yarn global add semantic-release@17.4.3
+#           semantic-release
+
+  release:
+    runs-on: windows-latest
+#     needs: run-semantic-release
+    needs: build
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Setup .NET 6.0.x SDK
+      uses: actions/setup-dotnet@v3
+      with:
+        dotnet-version: 6.0.x
+
+    - name: Check .NET info
+      run: dotnet --info
+
+    - name: Install dependencies
+      run: dotnet restore
+
+    - name: Build solution
+      run: dotnet build -c Release --no-restore
+
+    - name: Pack packages
+      run: |
+        git fetch --unshallow;
+        git config remote.origin.fetch "+refs/heads/*:refs/remotes/origin/*";
+        git fetch origin;
+        $LastTag = git describe --tags;
+        echo "Last tag is: $LastTag";
+        $Version = ($LastTag).TrimStart('v') + "-preview";
+        echo "Publishing version: $Version";
+        dotnet pack ./src/TensorFlowNET.Core/Tensorflow.Binding.csproj -c Release -o packages /p:PackageVersion=$Version /p:Version=$Version;
+        dotnet pack ./src/TensorFlowNET.Keras/Tensorflow.Keras.csproj -c Release -o packages /p:PackageVersion=$Version /p:Version=$Version;
+        dotnet pack ./src/TensorflowNET.Hub/Tensorflow.Hub.csproj -c Release -o packages /p:PackageVersion=$Version /p:Version=$Version;
+
+        if($LastExitCode -ne 0)
+        {
+            Write-Warning -Message "Pack packages warming, last exit code is ${LastExitCode}."
+            $LastExitCode = 0;
+        }
+
+    - name: Upload packages artifacts
+      uses: actions/upload-artifact@v1.0.0
+      with:
+        name: "drop-ci-packages"
+        path: './packages'
+
+    - name: Add myget nuget source
+      run: dotnet nuget add source https://www.myget.org/F/rinne/api/v2/package --name myget.org
+
+    - name: Push TensorFlow.NET to myget.org
+      run: dotnet nuget push .\packages\TensorFlow*.nupkg -s myget.org -k $env:MYGET_API_TOKEN --skip-duplicate

.github/workflows/semantic.yml

@@ -0,0 +1,17 @@
+name: Semantic
+
+on:
+  pull_request:
+    branches: [ "master" ]
+
+jobs:
+  semantic-pull-request:
+    name: Semantic check
+    runs-on: windows-latest
+    steps:
+      - name: semantic-pull-request
+        uses: amannn/action-semantic-pull-request@v4
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          validateSingleCommit: true

TensorFlow.NET.sln

@@ -31,7 +31,9 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{01A1787F-A9B
 EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "test", "test", "{1B0918B9-65AD-4F34-A287-AF4597B27DBD}"
 EndProject
-Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "console", "console", "{E1A5D2B7-10AF-4876-85C0-7714EF274214}"
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "helpers", "helpers", "{E1A5D2B7-10AF-4876-85C0-7714EF274214}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Tensorflow.UnitTest.RedistHolder", "helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj", "{62D543A2-8846-45A3-829B-5754B094A8E2}"
 EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
@@ -262,13 +264,31 @@ Global
 		{7DEA8760-E401-4872-81F3-405F185A13A0}.Release|x64.Build.0 = Release|Any CPU
 		{7DEA8760-E401-4872-81F3-405F185A13A0}.Release|x86.ActiveCfg = Release|Any CPU
 		{7DEA8760-E401-4872-81F3-405F185A13A0}.Release|x86.Build.0 = Release|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x64.ActiveCfg = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x64.Build.0 = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x86.ActiveCfg = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Debug|x86.Build.0 = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|Any CPU.ActiveCfg = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|Any CPU.Build.0 = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x64.ActiveCfg = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x64.Build.0 = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x86.ActiveCfg = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.GPU|x86.Build.0 = Debug|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|Any CPU.Build.0 = Release|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x64.ActiveCfg = Release|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x64.Build.0 = Release|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x86.ActiveCfg = Release|Any CPU
+		{62D543A2-8846-45A3-829B-5754B094A8E2}.Release|x86.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE
 	EndGlobalSection
 	GlobalSection(NestedProjects) = preSolution
 		{FD682AC0-7B2D-45D3-8B0D-C6D678B04144} = {01A1787F-A9BE-4221-84E8-6360DD010AB6}
-		{3A6EB896-604F-4E25-B677-B8103BCF3D2E} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
+		{3A6EB896-604F-4E25-B677-B8103BCF3D2E} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
 		{23C28035-2FCE-41F3-9A12-E73CE8A5AE32} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
 		{03F06299-3F4B-4449-A709-3A647657BC0C} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
 		{49D71826-C03D-4FA7-9BAC-22C1327E65CF} = {01A1787F-A9BE-4221-84E8-6360DD010AB6}
@@ -279,6 +299,7 @@ Global
 		{3F5388FF-FBB4-462B-8F6F-829FFBAEB8A3} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
 		{9738D16A-CFA0-405C-A7DF-D3D203B0CB18} = {01A1787F-A9BE-4221-84E8-6360DD010AB6}
 		{7DEA8760-E401-4872-81F3-405F185A13A0} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
+		{62D543A2-8846-45A3-829B-5754B094A8E2} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
 	EndGlobalSection
 	GlobalSection(ExtensibilityGlobals) = postSolution
 		SolutionGuid = {2DEAD3CC-486B-4918-A607-50B0DE7B114A}

helpers/Tensorflow.UnitTest.RedistHolder/EmptyClass.cs

@@ -0,0 +1,3 @@
+internal class EmptyClass
+{
+}

helpers/Tensorflow.UnitTest.RedistHolder/Tensorflow.UnitTest.RedistHolder.csproj

@@ -0,0 +1,12 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <TargetFramework>netstandard2.0</TargetFramework>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
+    <PackageReference Include="SciSharp.TensorFlow.Redist-Lite" Version="2.6.0" />
+  </ItemGroup>
+
+</Project>

src/TensorFlowNET.Core/NumPy/NDArray.Operators.cs

@@ -1,8 +1,4 @@
-using System;
-using System.Collections.Generic;
-using System.Linq;
-using System.Text;
-using static Tensorflow.Binding;
+using static Tensorflow.Binding;
 
 namespace Tensorflow.NumPy
 {
@@ -14,35 +10,52 @@ namespace Tensorflow.NumPy
         public static NDArray operator -(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("sub", lhs, rhs));
         [AutoNumPy]
         public static NDArray operator *(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("mul", lhs, rhs));
-        [AutoNumPy] 
+        [AutoNumPy]
         public static NDArray operator /(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("div", lhs, rhs));
         [AutoNumPy]
         public static NDArray operator %(NDArray lhs, NDArray rhs) => new NDArray(BinaryOpWrapper("mod", lhs, rhs));
-        [AutoNumPy] 
+        [AutoNumPy]
         public static NDArray operator >(NDArray lhs, NDArray rhs) => new NDArray(gen_math_ops.greater(lhs, rhs));
-        [AutoNumPy] 
+        [AutoNumPy]
         public static NDArray operator <(NDArray lhs, NDArray rhs) => new NDArray(gen_math_ops.less(lhs, rhs));
-        [AutoNumPy] 
+        [AutoNumPy]
         public static NDArray operator -(NDArray lhs) => new NDArray(gen_math_ops.neg(lhs));
         [AutoNumPy]
         public static NDArray operator ==(NDArray lhs, NDArray rhs)
         {
-            if(ReferenceEquals(lhs, rhs))
+            if (ReferenceEquals(lhs, rhs))
                 return Scalar(true);
-            if(lhs is null)
+            if (lhs is null)
                 return Scalar(false);
-            if(rhs is null)
+            if (rhs is null)
                 return Scalar(false);
-            return new NDArray(math_ops.equal(lhs, rhs));
+            // TODO(Rinne): use np.allclose instead.
+            if (lhs.dtype.is_floating() || rhs.dtype.is_floating())
+            {
+                var diff = tf.abs(lhs - rhs);
+                return new NDArray(gen_math_ops.less(diff, new NDArray(1e-5).astype(diff.dtype)));
+            }
+            else
+            {
+                return new NDArray(math_ops.equal(lhs, rhs));
+            }
         }
         [AutoNumPy]
         public static NDArray operator !=(NDArray lhs, NDArray rhs)
         {
-            if(ReferenceEquals(lhs, rhs))
+            if (ReferenceEquals(lhs, rhs))
                 return Scalar(false);
-            if(lhs is null || rhs is null)
+            if (lhs is null || rhs is null)
                 return Scalar(true);
-            return new NDArray(math_ops.not_equal(lhs, rhs));
+            if (lhs.dtype.is_floating() || rhs.dtype.is_floating())
+            {
+                var diff = tf.abs(lhs - rhs);
+                return new NDArray(gen_math_ops.greater_equal(diff, new NDArray(1e-5).astype(diff.dtype)));
+            }
+            else
+            {
+                return new NDArray(math_ops.not_equal(lhs, rhs));
+            }
         }
     }
 }

src/TensorFlowNET.Core/Tensorflow.Binding.csproj

@@ -41,6 +41,7 @@ https://tensorflownet.readthedocs.io</Description>
     <FileVersion>1.0.0.0</FileVersion>
     <PackageLicenseFile>LICENSE</PackageLicenseFile>
     <PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
+    <PackageOutputPath>packages</PackageOutputPath>
     <SignAssembly>true</SignAssembly>
     <AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>
     <Platforms>AnyCPU;x64</Platforms>

src/TensorFlowNET.Keras/Tensorflow.Keras.csproj

@@ -34,6 +34,7 @@ Keras is an API designed for human beings, not machines. Keras follows best prac
     <GeneratePackageOnBuild>true</GeneratePackageOnBuild>
     <PackageTags>tensorflow, keras, deep learning, machine learning</PackageTags>
     <PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
+    <PackageOutputPath>packages</PackageOutputPath>
     <RepositoryType>Git</RepositoryType>
     <SignAssembly>true</SignAssembly>
     <AssemblyOriginatorKeyFile>Open.snk</AssemblyOriginatorKeyFile>

src/TensorflowNET.Hub/Tensorflow.Hub.csproj

@@ -4,6 +4,25 @@
     <TargetFrameworks>netstandard2.0;net6</TargetFrameworks>
     <LangVersion>10</LangVersion>
     <Nullable>enable</Nullable>
+    <Version>1.0.0</Version>
+    <PackageId>TensorFlow.Hub</PackageId>
+    <PackageLicenseExpression>Apache2.0</PackageLicenseExpression>
+    <PackageRequireLicenseAcceptance>true</PackageRequireLicenseAcceptance>
+    <SignAssembly>true</SignAssembly>
+    <Authors>Yaohui Liu, Haiping Chen</Authors>
+    <Company>SciSharp STACK</Company>
+    <GeneratePackageOnBuild>true</GeneratePackageOnBuild>
+    <Copyright>Apache 2.0, Haiping Chen $([System.DateTime]::UtcNow.ToString(yyyy))</Copyright>
+    <RepositoryUrl>https://github.com/SciSharp/TensorFlow.NET</RepositoryUrl>
+    <RepositoryType>git</RepositoryType>
+    <PackageProjectUrl>http://scisharpstack.org</PackageProjectUrl>
+    <PackageIconUrl>https://avatars3.githubusercontent.com/u/44989469?s=200&amp;v=4</PackageIconUrl>
+    <PackageTags>TensorFlow, SciSharp, Machine Learning, Deep Learning, Transfer Learning, TensorFlow Hub, TensorFlow.NET, TF.NET, AI</PackageTags>
+    <PackageOutputPath>packages</PackageOutputPath>
+    <Description>
+      Google's TensorFlow Hub full binding in .NET Standard.
+      A library for transfer learning with TensorFlow.NET.
+    </Description>
   </PropertyGroup>
 
   <ItemGroup>

test/TensorFlowNET.Graph.UnitTest/TensorFlowNET.Graph.UnitTest.csproj

@@ -31,10 +31,10 @@
       <PrivateAssets>all</PrivateAssets>
       <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
     </PackageReference>
-    <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
   </ItemGroup>
 
   <ItemGroup>
+    <ProjectReference Include="..\..\helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj" />
     <ProjectReference Include="..\..\src\TensorFlowNET.Core\Tensorflow.Binding.csproj" />
     <ProjectReference Include="..\TensorFlowNET.Keras.UnitTest\Tensorflow.Keras.UnitTest.csproj" />
   </ItemGroup>

test/TensorFlowNET.Keras.UnitTest/Layers/ActivationTest.cs

@@ -49,7 +49,7 @@ namespace Tensorflow.Keras.UnitTest.Layers
             Tensor input = tf.constant(new float[] { -3f, -2f, -1f, 0f, 1f, 2f });
             Tensor output = keras.layers.Softplus().Apply(input);
             NDArray expected = new NDArray(new float[] { 0.04858733f, 0.12692805f, 0.31326166f, 0.6931472f, 1.3132616f, 2.126928f });
-            Assert.AreEqual(expected, output.numpy());
+            Assert.IsTrue(expected == output.numpy());
         }
 
         [TestMethod]

test/TensorFlowNET.Keras.UnitTest/Layers/AttentionTest.cs

@@ -94,7 +94,7 @@ namespace Tensorflow.Keras.UnitTest.Layers
                 { 7.6400003f, 12.24f, 16.84f },
                 { 14.24f, 22.84f, 31.439999f }
             } }, dtype: np.float32);
-            Assert.AreEqual(expected, actual.numpy());
+            Assert.IsTrue(expected == actual.numpy());
         }
 
         [TestMethod]

test/TensorFlowNET.Keras.UnitTest/Losses/LossesTest.cs

@@ -39,7 +39,7 @@ public class LossesTest : EagerModeTestBase
         // Using 'none' reduction type.
         bce = tf.keras.losses.BinaryCrossentropy(from_logits: true, reduction: Reduction.NONE);
         loss = bce.Call(y_true, y_pred);
-        Assert.AreEqual(new float[] { 0.23515666f, 1.4957594f }, loss.numpy());
+        Assert.IsTrue(new NDArray(new float[] { 0.23515666f, 1.4957594f }) == loss.numpy());
     }
 
     /// <summary>

test/TensorFlowNET.Keras.UnitTest/Tensorflow.Keras.UnitTest.csproj

@@ -20,10 +20,10 @@
       <PrivateAssets>all</PrivateAssets>
       <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
     </PackageReference>
-    <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
   </ItemGroup>
 
   <ItemGroup>
+    <ProjectReference Include="..\..\helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj" />
     <ProjectReference Include="..\..\src\TensorFlowNET.Keras\Tensorflow.Keras.csproj" />
   </ItemGroup>
 

test/TensorFlowNET.Native.UnitTest/Tensorflow.Native.UnitTest.csproj

@@ -51,11 +51,10 @@
       <PrivateAssets>all</PrivateAssets>
       <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
     </PackageReference>
-    <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
-    <PackageReference Include="SciSharp.TensorFlow.Redist-Lite" Version="2.6.0" />
   </ItemGroup>
 
   <ItemGroup>
+    <ProjectReference Include="..\..\helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj" />
     <ProjectReference Include="..\..\src\TensorFlowNET.Core\Tensorflow.Binding.csproj" />
   </ItemGroup>
 

test/TensorFlowNET.UnitTest/Tensorflow.Binding.UnitTest.csproj

@@ -45,10 +45,10 @@
     <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.0.0" />
     <PackageReference Include="MSTest.TestAdapter" Version="2.2.8" />
     <PackageReference Include="MSTest.TestFramework" Version="2.2.8" />
-    <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
   </ItemGroup>
 
   <ItemGroup>
+    <ProjectReference Include="..\..\helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj" />
     <ProjectReference Include="..\..\src\TensorFlowNET.Core\Tensorflow.Binding.csproj" />
     <ProjectReference Include="..\..\src\TensorFlowNET.Text\Tensorflow.Text.csproj" />
   </ItemGroup>

test/TensorflowNET.Hub.Unittest/Tensorflow.Hub.Unittest.csproj

@@ -1,4 +1,4 @@
-<Project Sdk="Microsoft.NET.Sdk">
+<Project Sdk="Microsoft.NET.Sdk">
 
   <PropertyGroup>
     <TargetFramework>net6</TargetFramework>
@@ -13,10 +13,10 @@
     <PackageReference Include="MSTest.TestAdapter" Version="2.2.10" />
     <PackageReference Include="MSTest.TestFramework" Version="2.2.10" />
     <PackageReference Include="coverlet.collector" Version="3.1.2" />
-    <PackageReference Include="SciSharp.TensorFlow.Redist" Version="2.11.3" />
   </ItemGroup>
 
   <ItemGroup>
+    <ProjectReference Include="..\..\helpers\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj" />
     <ProjectReference Include="..\..\src\TensorflowNET.Hub\Tensorflow.Hub.csproj" />
   </ItemGroup>