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Fix: Enable Parallel Read Access in files of LoadNetwork method #4

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Fix: Enable Parallel Read Access in files of LoadNetwork method #4

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4 changes: 2 additions & 2 deletions src/MGroup.MachineLearning.TensorFlow/NeuralNetworks/Autoencoder.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -214,14 +214,14 @@ public void SaveNetwork(string netPath, string weightsPath, string normalization

public void LoadNetwork(string netPath, string weightsPath, string normalizationPath)
{
using (Stream stream = File.Open(normalizationPath, FileMode.Open))
using (Stream stream = File.Open(normalizationPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
var Normalization = (INormalization[])binaryFormatter.Deserialize(stream);
NormalizationX = Normalization[0];
}

using (Stream stream = File.Open(netPath, FileMode.Open))
using (Stream stream = File.Open(netPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
AutoencoderLayer = (INetworkLayer[])binaryFormatter.Deserialize(stream);
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4 changes: 2 additions & 2 deletions src/MGroup.MachineLearning.TensorFlow/NeuralNetworks/ConvolutionalAutoencoder.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -324,14 +324,14 @@ public void SaveNetwork(string netPath, string weightsPath, string normalization

public void LoadNetwork(string netPath, string weightsPath, string normalizationPath)
{
using (Stream stream = File.Open(normalizationPath, FileMode.Open))
using (Stream stream = File.Open(normalizationPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
var normalization = (INormalization[])binaryFormatter.Deserialize(stream);
Normalization = normalization[0];
}

using (Stream stream = File.Open(netPath, FileMode.Open))
using (Stream stream = File.Open(netPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
AutoencoderLayer = (INetworkLayer[])binaryFormatter.Deserialize(stream);
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4 changes: 2 additions & 2 deletions src/MGroup.MachineLearning.TensorFlow/NeuralNetworks/ConvolutionalNeuralNetwork.cs
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Expand Up @@ -247,15 +247,15 @@ public void SaveNetwork(string netPath, string weightsPath, string normalization

public void LoadNetwork(string netPath, string weightsPath, string normalizationPath)
{
using (Stream stream = File.Open(normalizationPath, FileMode.Open))
using (Stream stream = File.Open(normalizationPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
var Normalization = (INormalization[])binaryFormatter.Deserialize(stream);
NormalizationX = Normalization[0];
NormalizationY = Normalization[1];
}

using (Stream stream = File.Open(netPath, FileMode.Open))
using (Stream stream = File.Open(netPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
NeuralNetworkLayer = (INetworkLayer[])binaryFormatter.Deserialize(stream);
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4 changes: 2 additions & 2 deletions src/MGroup.MachineLearning.TensorFlow/NeuralNetworks/FeedForwardNeuralNetwork.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -178,15 +178,15 @@ public void SaveNetwork(string netPath, string weightsPath, string normalization

public void LoadNetwork(string netPath, string weightsPath, string normalizationPath)
{
using (Stream stream = File.Open(normalizationPath, FileMode.Open))
using (Stream stream = File.Open(normalizationPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
var Normalization = (INormalization[])binaryFormatter.Deserialize(stream);
NormalizationX = Normalization[0];
NormalizationY = Normalization[1];
}

using (Stream stream = File.Open(netPath, FileMode.Open))
using (Stream stream = File.Open(netPath, FileMode.Open, FileAccess.Read, FileShare.Read))
{
var binaryFormatter = new System.Runtime.Serialization.Formatters.Binary.BinaryFormatter();
NeuralNetworkLayer = (INetworkLayer[])binaryFormatter.Deserialize(stream);
Expand Down