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Added project for lab5
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4 files changed

+85
-4
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‎NNBasics.sln

Lines changed: 16 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -25,7 +25,9 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "NNBasicsUtilitiesTests", "N
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EndProject
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Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "MatricesBenchmark", "MatricesBenchmark\MatricesBenchmark.csproj", "{95A88125-871B-486B-AC6B-F30A3A72BC5D}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Lab4", "Samples\Lab4\Lab4.csproj", "{25310EA5-863E-419D-8E81-93FC7C556837}"
28+
Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Lab4", "Samples\Lab4\Lab4.csproj", "{25310EA5-863E-419D-8E81-93FC7C556837}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Lab5", "Samples\Lab5\Lab5.csproj", "{27C41F44-235B-4945-A4B1-172643D336A3}"
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EndProject
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Global
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GlobalSection(SolutionConfigurationPlatforms) = preSolution
@@ -121,6 +123,18 @@ Global
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{25310EA5-863E-419D-8E81-93FC7C556837}.Release|x64.Build.0 = Release|Any CPU
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{25310EA5-863E-419D-8E81-93FC7C556837}.Release|x86.ActiveCfg = Release|Any CPU
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{25310EA5-863E-419D-8E81-93FC7C556837}.Release|x86.Build.0 = Release|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Debug|x64.ActiveCfg = Debug|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Debug|x64.Build.0 = Debug|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Debug|x86.ActiveCfg = Debug|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Debug|x86.Build.0 = Debug|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Release|Any CPU.Build.0 = Release|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Release|x64.ActiveCfg = Release|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Release|x64.Build.0 = Release|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Release|x86.ActiveCfg = Release|Any CPU
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{27C41F44-235B-4945-A4B1-172643D336A3}.Release|x86.Build.0 = Release|Any CPU
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EndGlobalSection
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GlobalSection(SolutionProperties) = preSolution
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HideSolutionNode = FALSE
@@ -130,6 +144,7 @@ Global
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{C0E9DD73-B4F7-4DEE-8775-5F266CC0009B} = {919FC0E4-A20C-4D94-B35E-E81FF99CD479}
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{C7BC1D63-85B6-496A-BB66-C2932151C65F} = {919FC0E4-A20C-4D94-B35E-E81FF99CD479}
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{25310EA5-863E-419D-8E81-93FC7C556837} = {919FC0E4-A20C-4D94-B35E-E81FF99CD479}
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{27C41F44-235B-4945-A4B1-172643D336A3} = {919FC0E4-A20C-4D94-B35E-E81FF99CD479}
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EndGlobalSection
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GlobalSection(ExtensibilityGlobals) = postSolution
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SolutionGuid = {1C8458E1-AE8F-47B6-B493-1716AD75827E}

‎Samples/Lab4/Program.cs

Lines changed: 45 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -1,4 +1,4 @@
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#define task2b
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#define task3b
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using NNBasicsUtilities.ActivationFunctions;
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using NNBasicsUtilities.Core.FlatCore.FlatNN;
@@ -49,7 +49,6 @@ static void Main(string[] args)
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task1b.Test(testLabels, testSet);
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#endif
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#if task1c
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var task1c =
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NeuralNetwork.Builder.AttachPredictionLayer(10, 100, 0.1, -0.1)
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.AttachHiddenLayer(100, 784, 0.1, -0.1)
@@ -129,6 +128,49 @@ static void Main(string[] args)
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#endif
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#endregion
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#region Task3
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#if task3a
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var task3a =
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NeuralNetwork.Builder.AttachPredictionLayer(10, 100, 0.01, -0.01)
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.AttachHiddenLayer(100, 784, 0.01, -0.01)
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.ApplyActivationFunction(TanHFunctions.TanH)
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.ApplyActivationFunctionDerivative(TanHFunctions.TanHDerivative)
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.UseDropout()
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.OfInputRows(100)
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.BuildHiddenLayer()
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.WithAlpha(0.0002)
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.OfInputRows(100)
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.ApplyTheNameOfYourNetwork("Lab4_Task3a_MNIST_Flat")
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.BuildNetwork();
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task3a.BatchTrain(trainingLabels[..1000, ..trainingLabels.Cols], trainingSet[..1000, ..trainingSet.Cols],
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350, 100);
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task3a.Test(testLabels, testSet);
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#endif
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#if task3b
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var task3b =
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NeuralNetwork.Builder.AttachPredictionLayer(10, 100, 0.01, -0.01)
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.AttachHiddenLayer(100, 784, 0.01, -0.01)
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.ApplyActivationFunction(TanHFunctions.TanH)
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.ApplyActivationFunctionDerivative(TanHFunctions.TanHDerivative)
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.UseDropout()
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.OfInputRows(100)
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.BuildHiddenLayer()
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.WithAlpha(0.0006)
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.OfInputRows(100)
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.ApplyTheNameOfYourNetwork("Lab4_Task3b_MNIST_Flat")
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.BuildNetwork();
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task3b.BatchTrain(trainingLabels[..10000, ..trainingLabels.Cols], trainingSet[..10000, ..trainingSet.Cols],
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350, 100);
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task3b.Test(testLabels, testSet);
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#endif
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#endregion
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}
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}
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}
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}

‎Samples/Lab5/Lab5.csproj

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@@ -0,0 +1,12 @@
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFramework>netcoreapp3.1</TargetFramework>
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</PropertyGroup>
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<ItemGroup>
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<ProjectReference Include="..\..\NNBasicsUtilities\NNBasicsUtilities.csproj" />
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</ItemGroup>
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</Project>

‎Samples/Lab5/Program.cs

Lines changed: 12 additions & 0 deletions
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@@ -0,0 +1,12 @@
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using System;
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namespace Lab5
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{
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class Program
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{
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static void Main(string[] args)
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{
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Console.WriteLine("Hello World!");
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}
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}
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}

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