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test: add the concat_v2 test by Wanglongzhi2001 · Pull Request #1207 · SciSharp/TensorFlow.NET · GitHub

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test: add the concat_v2 test #1207

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Merged
Oceania2018 merged 1 commit into from
Nov 5, 2023
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test: add the concat_v2 test #1207

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24 changes: 24 additions & 0 deletions TensorFlow.Kernel.UnitTest/TensorFlow.Kernel.UnitTest.csproj
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Original file line number Diff line number Diff line change
@@ -0,0 +1,24 @@
<Project Sdk="Microsoft.NET.Sdk">

<PropertyGroup>
<TargetFramework>net6.0</TargetFramework>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>

<IsPackable>false</IsPackable>
<IsTestProject>true</IsTestProject>
</PropertyGroup>

<ItemGroup>
<PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.5.0" />
<PackageReference Include="MSTest.TestAdapter" Version="2.2.10" />
<PackageReference Include="MSTest.TestFramework" Version="2.2.10" />
<PackageReference Include="coverlet.collector" Version="3.2.0" />
</ItemGroup>

<ItemGroup>
<ProjectReference Include="..\src\TensorFlowNET.Keras\Tensorflow.Keras.csproj" />
<ProjectReference Include="..\tools\Tensorflow.UnitTest.RedistHolder\Tensorflow.UnitTest.RedistHolder.csproj" />
</ItemGroup>

</Project>
65 changes: 65 additions & 0 deletions TensorFlow.Kernel.UnitTest/array_ops/concat_op_test.cs
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Original file line number Diff line number Diff line change
@@ -0,0 +1,65 @@
using Microsoft.VisualStudio.TestTools.UnitTesting;
using Tensorflow;
using Tensorflow.NumPy;
using TensorFlow;
using static Tensorflow.Binding;
using static Tensorflow.KerasApi;

namespace TensorFlow.Kernel.UnitTest
{
[TestClass]
public class concat_op_test
{
[TestMethod]
public void testConcatEmpty()
{
var t1 = tf.constant(new int[] { });
var t2 = tf.constant(new int[] { });
var c = array_ops.concat(new[] { t1, t2 }, 0);
var expected = np.array(new int[] { });
Assert.IsTrue(Enumerable.SequenceEqual(expected.ToArray<int>(), c.numpy().ToArray<int>()));
}

[TestMethod]
public void testConcatNegativeAxis()
{
var t1 = tf.constant(new int[,] {{ 1, 2, 3 }, { 4, 5, 6 } });
var t2 = tf.constant(new int[,] { { 7, 8, 9 }, { 10, 11, 12 } });
var c = array_ops.concat(new[] { t1, t2 }, -2);
var expected = np.array(new int[,,] { { { 1, 2, 3 }, { 4, 5, 6 } }, { { 7, 8, 9 }, { 10, 11, 12 } } });
Assert.IsTrue(Enumerable.SequenceEqual(expected.ToArray<int>(), c.numpy().ToArray<int>()));

c = array_ops.concat(new[] { t1, t2 }, -1);
expected = np.array(new int[,] { { 1, 2, 3, 7, 8, 9 }, { 4, 5, 6, 10, 11, 12 } });
Assert.IsTrue(Enumerable.SequenceEqual(expected.ToArray<int>(), c.numpy().ToArray<int>()));
}

[TestMethod]
[DataRow(TF_DataType.TF_INT32)]
[DataRow(TF_DataType.TF_INT64)]
[DataRow(TF_DataType.TF_UINT32)]
[DataRow(TF_DataType.TF_UINT64)]
public void testConcatDtype(TF_DataType dtype)
{
var t1 = tf.constant(new int[,] { { 1, 2, 3 }, { 4, 5, 6 } }, dtype: dtype);
var t2 = tf.constant(new int[,] { { 7, 8, 9 }, { 10, 11, 12 } }, dtype: dtype);
var c = array_ops.concat(new[] { t1, t2 }, 1);
var expected = np.array(new int[,] { { 1, 2, 3, 7, 8, 9 }, { 4, 5, 6, 10, 11, 12 } });
Assert.IsTrue(Enumerable.SequenceEqual(expected.ToArray<int>(), tf.cast(c, TF_DataType.TF_INT32).numpy().ToArray<int>()));

}

[TestMethod]
[DataRow(TF_DataType.TF_INT32)]
[DataRow(TF_DataType.TF_INT64)]
public void testConcatAxisType(TF_DataType dtype)
{
var t1 = tf.constant(new int[,] { { 1, 2, 3 }, {4, 5, 6 } });
var t2 = tf.constant(new int[,] { { 7, 8, 9 }, { 10, 11, 12 } });
var c = array_ops.concat(new[] { t1, t2 }, tf.constant(1, dtype: dtype));
var expected = np.array(new int[,] { { 1, 2, 3, 7, 8, 9 }, { 4, 5, 6, 10, 11, 12 } });
Assert.IsTrue(Enumerable.SequenceEqual(expected.ToArray<int>(), tf.cast(c, TF_DataType.TF_INT32).numpy().ToArray<int>()));
}

}
}
21 changes: 21 additions & 0 deletions TensorFlow.NET.sln
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Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,8 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Tensorflow.Benchmark", "too
EndProject
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Tensorflow.Console", "tools\TensorFlowNET.Console\Tensorflow.Console.csproj", "{1DC32255-BA1F-4D6D-A9C9-5BD5ED71CAA0}"
EndProject
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "TensorFlow.Kernel.UnitTest", "TensorFlow.Kernel.UnitTest\TensorFlow.Kernel.UnitTest.csproj", "{C08C6692-4818-46C1-8462-2F0CC40C9152}"
EndProject
Global
GlobalSection(SolutionConfigurationPlatforms) = preSolution
Debug|Any CPU = Debug|Any CPU
Expand Down Expand Up @@ -322,6 +324,24 @@ Global
{1DC32255-BA1F-4D6D-A9C9-5BD5ED71CAA0}.Release|x64.Build.0 = Release|x64
{1DC32255-BA1F-4D6D-A9C9-5BD5ED71CAA0}.Release|x86.ActiveCfg = Release|Any CPU
{1DC32255-BA1F-4D6D-A9C9-5BD5ED71CAA0}.Release|x86.Build.0 = Release|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Debug|Any CPU.Build.0 = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Debug|x64.ActiveCfg = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Debug|x64.Build.0 = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Debug|x86.ActiveCfg = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Debug|x86.Build.0 = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.GPU|Any CPU.ActiveCfg = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.GPU|Any CPU.Build.0 = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.GPU|x64.ActiveCfg = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.GPU|x64.Build.0 = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.GPU|x86.ActiveCfg = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.GPU|x86.Build.0 = Debug|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Release|Any CPU.ActiveCfg = Release|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Release|Any CPU.Build.0 = Release|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Release|x64.ActiveCfg = Release|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Release|x64.Build.0 = Release|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Release|x86.ActiveCfg = Release|Any CPU
{C08C6692-4818-46C1-8462-2F0CC40C9152}.Release|x86.Build.0 = Release|Any CPU
EndGlobalSection
GlobalSection(SolutionProperties) = preSolution
HideSolutionNode = FALSE
Expand All @@ -342,6 +362,7 @@ Global
{D24FCAA5-548C-4251-B226-A1B6535D0845} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
{C23563DB-FE21-48E7-A411-87A109E4A899} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
{1DC32255-BA1F-4D6D-A9C9-5BD5ED71CAA0} = {E1A5D2B7-10AF-4876-85C0-7714EF274214}
{C08C6692-4818-46C1-8462-2F0CC40C9152} = {1B0918B9-65AD-4F34-A287-AF4597B27DBD}
EndGlobalSection
GlobalSection(ExtensibilityGlobals) = postSolution
SolutionGuid = {2DEAD3CC-486B-4918-A607-50B0DE7B114A}
Expand Down
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