diff --git a/test/TensorFlowNET.Examples/BasicEagerApi.cs b/test/TensorFlowNET.Examples/BasicEagerApi.cs
index 0cf572ef..35664310 100644
--- a/test/TensorFlowNET.Examples/BasicEagerApi.cs
+++ b/test/TensorFlowNET.Examples/BasicEagerApi.cs
@@ -11,10 +11,9 @@ namespace TensorFlowNET.Examples
///
public class BasicEagerApi : IExample
{
- public int Priority => 100;
public bool Enabled { get; set; } = false;
public string Name => "Basic Eager";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
private Tensor a, b, c, d;
@@ -46,5 +45,25 @@ namespace TensorFlowNET.Examples
public void PrepareData()
{
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicModels/KMeansClustering.cs b/test/TensorFlowNET.Examples/BasicModels/KMeansClustering.cs
index 2b216439..b8f01865 100644
--- a/test/TensorFlowNET.Examples/BasicModels/KMeansClustering.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/KMeansClustering.cs
@@ -18,10 +18,9 @@ namespace TensorFlowNET.Examples
///
public class KMeansClustering : IExample
{
- public int Priority => 8;
public bool Enabled { get; set; } = true;
public string Name => "K-means Clustering";
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
public int? train_size = null;
public int validation_size = 5000;
@@ -127,5 +126,25 @@ namespace TensorFlowNET.Examples
string url = "https://raw.githubusercontent.com/SciSharp/TensorFlow.NET/master/graph/kmeans.meta";
Web.Download(url, "graph", "kmeans.meta");
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicModels/LinearRegression.cs b/test/TensorFlowNET.Examples/BasicModels/LinearRegression.cs
index c5021da1..59a36530 100644
--- a/test/TensorFlowNET.Examples/BasicModels/LinearRegression.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/LinearRegression.cs
@@ -13,11 +13,9 @@ namespace TensorFlowNET.Examples
///
public class LinearRegression : IExample
{
- public int Priority => 3;
public bool Enabled { get; set; } = true;
public string Name => "Linear Regression";
- public bool ImportGraph { get; set; } = false;
-
+ public bool IsImportingGraph { get; set; } = false;
public int training_epochs = 1000;
@@ -113,5 +111,25 @@ namespace TensorFlowNET.Examples
2.827f, 3.465f, 1.65f, 2.904f, 2.42f, 2.94f, 1.3f);
n_samples = train_X.shape[0];
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicModels/LogisticRegression.cs b/test/TensorFlowNET.Examples/BasicModels/LogisticRegression.cs
index 8e7779de..d8e9444a 100644
--- a/test/TensorFlowNET.Examples/BasicModels/LogisticRegression.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/LogisticRegression.cs
@@ -18,10 +18,9 @@ namespace TensorFlowNET.Examples
///
public class LogisticRegression : IExample
{
- public int Priority => 4;
public bool Enabled { get; set; } = true;
public string Name => "Logistic Regression";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public int training_epochs = 10;
@@ -158,5 +157,25 @@ namespace TensorFlowNET.Examples
throw new ValueError("predict error, should be 90% accuracy");
});
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ bool IExample.Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs b/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs
index a9104b96..e1615035 100644
--- a/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs
@@ -13,10 +13,9 @@ namespace TensorFlowNET.Examples
///
public class NaiveBayesClassifier : IExample
{
- public int Priority => 6;
public bool Enabled { get; set; } = true;
public string Name => "Naive Bayes Classifier";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public NDArray X, y;
public Normal dist { get; set; }
@@ -96,7 +95,7 @@ namespace TensorFlowNET.Examples
this.dist = dist;
}
- public Tensor predict (NDArray X)
+ public Tensor predict(NDArray X)
{
if (dist == null)
{
@@ -170,5 +169,25 @@ namespace TensorFlowNET.Examples
2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2);
#endregion
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicModels/NearestNeighbor.cs b/test/TensorFlowNET.Examples/BasicModels/NearestNeighbor.cs
index 0c99d84e..07838927 100644
--- a/test/TensorFlowNET.Examples/BasicModels/NearestNeighbor.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/NearestNeighbor.cs
@@ -15,7 +15,6 @@ namespace TensorFlowNET.Examples
///
public class NearestNeighbor : IExample
{
- public int Priority => 5;
public bool Enabled { get; set; } = true;
public string Name => "Nearest Neighbor";
Datasets mnist;
@@ -23,7 +22,7 @@ namespace TensorFlowNET.Examples
public int? TrainSize = null;
public int ValidationSize = 5000;
public int? TestSize = null;
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public bool Run()
@@ -76,5 +75,25 @@ namespace TensorFlowNET.Examples
(Xtr, Ytr) = mnist.train.next_batch(TrainSize==null ? 5000 : TrainSize.Value / 100); // 5000 for training (nn candidates)
(Xte, Yte) = mnist.test.next_batch(TestSize==null ? 200 : TestSize.Value / 100); // 200 for testing
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicModels/NeuralNetXor.cs b/test/TensorFlowNET.Examples/BasicModels/NeuralNetXor.cs
index 9d62cfc2..6b8bf10f 100644
--- a/test/TensorFlowNET.Examples/BasicModels/NeuralNetXor.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/NeuralNetXor.cs
@@ -14,10 +14,9 @@ namespace TensorFlowNET.Examples
///
public class NeuralNetXor : IExample
{
- public int Priority => 10;
public bool Enabled { get; set; } = true;
public string Name => "NN XOR";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public int num_steps = 10000;
@@ -54,7 +53,7 @@ namespace TensorFlowNET.Examples
{
PrepareData();
float loss_value = 0;
- if (ImportGraph)
+ if (IsImportingGraph)
loss_value = RunWithImportedGraph();
else
loss_value = RunWithBuiltGraph();
@@ -145,12 +144,32 @@ namespace TensorFlowNET.Examples
{0, 1 }
};
- if (ImportGraph)
+ if (IsImportingGraph)
{
// download graph meta data
string url = "https://raw.githubusercontent.com/SciSharp/TensorFlow.NET/master/graph/xor.meta";
Web.Download(url, "graph", "xor.meta");
}
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/BasicOperations.cs b/test/TensorFlowNET.Examples/BasicOperations.cs
index b2051cf9..ce861df7 100644
--- a/test/TensorFlowNET.Examples/BasicOperations.cs
+++ b/test/TensorFlowNET.Examples/BasicOperations.cs
@@ -14,10 +14,8 @@ namespace TensorFlowNET.Examples
public class BasicOperations : IExample
{
public bool Enabled { get; set; } = true;
- public int Priority => 2;
public string Name => "Basic Operations";
- public bool ImportGraph { get; set; } = false;
-
+ public bool IsImportingGraph { get; set; } = false;
private Session sess;
@@ -104,5 +102,25 @@ namespace TensorFlowNET.Examples
public void PrepareData()
{
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/HelloWorld.cs b/test/TensorFlowNET.Examples/HelloWorld.cs
index f2d9681f..f963e3b3 100644
--- a/test/TensorFlowNET.Examples/HelloWorld.cs
+++ b/test/TensorFlowNET.Examples/HelloWorld.cs
@@ -12,11 +12,9 @@ namespace TensorFlowNET.Examples
///
public class HelloWorld : IExample
{
- public int Priority => 1;
public bool Enabled { get; set; } = true;
public string Name => "Hello World";
- public bool ImportGraph { get; set; } = false;
-
+ public bool IsImportingGraph { get; set; } = false;
public bool Run()
{
@@ -41,5 +39,25 @@ namespace TensorFlowNET.Examples
public void PrepareData()
{
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/IExample.cs b/test/TensorFlowNET.Examples/IExample.cs
index ed2521f6..3c9c24df 100644
--- a/test/TensorFlowNET.Examples/IExample.cs
+++ b/test/TensorFlowNET.Examples/IExample.cs
@@ -1,7 +1,8 @@
using System;
using System.Collections.Generic;
using System.Text;
-
+using Tensorflow;
+
namespace TensorFlowNET.Examples
{
///
@@ -10,11 +11,6 @@ namespace TensorFlowNET.Examples
///
public interface IExample
{
- ///
- /// running order
- ///
- int Priority { get; }
-
///
/// True to run example
///
@@ -23,15 +19,24 @@ namespace TensorFlowNET.Examples
///
/// Set true to import the computation graph instead of building it.
///
- bool ImportGraph { get; set; }
+ bool IsImportingGraph { get; set; }
string Name { get; }
+ bool Run();
+
///
/// Build dataflow graph, train and predict
///
///
- bool Run();
+ bool Train();
+
+ bool Predict();
+
+ Graph ImportGraph();
+
+ Graph BuildGraph();
+
///
/// Prepare dataset
///
diff --git a/test/TensorFlowNET.Examples/ImageProcess/ImageBackgroundRemoval.cs b/test/TensorFlowNET.Examples/ImageProcess/ImageBackgroundRemoval.cs
index 46556989..29e69a8d 100644
--- a/test/TensorFlowNET.Examples/ImageProcess/ImageBackgroundRemoval.cs
+++ b/test/TensorFlowNET.Examples/ImageProcess/ImageBackgroundRemoval.cs
@@ -15,10 +15,8 @@ namespace TensorFlowNET.Examples.ImageProcess
///
public class ImageBackgroundRemoval : IExample
{
- public int Priority => 15;
-
public bool Enabled { get; set; } = true;
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
public string Name => "Image Background Removal";
@@ -59,5 +57,25 @@ namespace TensorFlowNET.Examples.ImageProcess
Web.Download(url, modelDir, fileName);
Compress.ExtractTGZ(Path.Join(modelDir, fileName), modelDir);*/
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/ImageProcess/ImageRecognitionInception.cs b/test/TensorFlowNET.Examples/ImageProcess/ImageRecognitionInception.cs
index 8fbe6631..b96bf494 100644
--- a/test/TensorFlowNET.Examples/ImageProcess/ImageRecognitionInception.cs
+++ b/test/TensorFlowNET.Examples/ImageProcess/ImageRecognitionInception.cs
@@ -20,10 +20,9 @@ namespace TensorFlowNET.Examples
///
public class ImageRecognitionInception : IExample
{
- public int Priority => 7;
public bool Enabled { get; set; } = true;
public string Name => "Image Recognition Inception";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
string dir = "ImageRecognitionInception";
@@ -115,5 +114,25 @@ namespace TensorFlowNET.Examples
file_ndarrays.Add(nd);
}
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/ImageProcess/InceptionArchGoogLeNet.cs b/test/TensorFlowNET.Examples/ImageProcess/InceptionArchGoogLeNet.cs
index e4d1cf2f..63a69425 100644
--- a/test/TensorFlowNET.Examples/ImageProcess/InceptionArchGoogLeNet.cs
+++ b/test/TensorFlowNET.Examples/ImageProcess/InceptionArchGoogLeNet.cs
@@ -21,9 +21,8 @@ namespace TensorFlowNET.Examples
public class InceptionArchGoogLeNet : IExample
{
public bool Enabled { get; set; } = false;
- public int Priority => 100;
public string Name => "Inception Arch GoogLeNet";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
string dir = "label_image_data";
@@ -108,5 +107,25 @@ namespace TensorFlowNET.Examples
url = $"https://raw.githubusercontent.com/tensorflow/tensorflow/master/tensorflow/examples/label_image/data/{pic}";
Utility.Web.Download(url, dir, pic);
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/ImageProcess/ObjectDetection.cs b/test/TensorFlowNET.Examples/ImageProcess/ObjectDetection.cs
index 27b232b2..485c5b30 100644
--- a/test/TensorFlowNET.Examples/ImageProcess/ObjectDetection.cs
+++ b/test/TensorFlowNET.Examples/ImageProcess/ObjectDetection.cs
@@ -16,10 +16,9 @@ namespace TensorFlowNET.Examples
public class ObjectDetection : IExample
{
- public int Priority => 11;
public bool Enabled { get; set; } = true;
public string Name => "Object Detection";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public float MIN_SCORE = 0.5f;
@@ -145,5 +144,25 @@ namespace TensorFlowNET.Examples
}
}
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/ImageProcess/RetrainImageClassifier.cs b/test/TensorFlowNET.Examples/ImageProcess/RetrainImageClassifier.cs
index 2b2b5364..aaaf6865 100644
--- a/test/TensorFlowNET.Examples/ImageProcess/RetrainImageClassifier.cs
+++ b/test/TensorFlowNET.Examples/ImageProcess/RetrainImageClassifier.cs
@@ -26,7 +26,7 @@ namespace TensorFlowNET.Examples.ImageProcess
public int Priority => 16;
public bool Enabled { get; set; } = true;
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
public string Name => "Retrain Image Classifier";
@@ -667,5 +667,25 @@ namespace TensorFlowNET.Examples.ImageProcess
return result;
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/Program.cs b/test/TensorFlowNET.Examples/Program.cs
index 9fd9c714..49192704 100644
--- a/test/TensorFlowNET.Examples/Program.cs
+++ b/test/TensorFlowNET.Examples/Program.cs
@@ -19,7 +19,6 @@ namespace TensorFlowNET.Examples
var examples = Assembly.GetEntryAssembly().GetTypes()
.Where(x => x.GetInterfaces().Contains(typeof(IExample)))
.Select(x => (IExample)Activator.CreateInstance(x))
- .OrderBy(x => x.Priority)
.ToArray();
Console.WriteLine($"TensorFlow v{tf.VERSION}", Color.Yellow);
@@ -42,18 +41,18 @@ namespace TensorFlowNET.Examples
sw.Stop();
if (isSuccess)
- success.Add($"Example {example.Priority}: {example.Name} in {sw.Elapsed.TotalSeconds}s");
+ success.Add($"Example: {example.Name} in {sw.Elapsed.TotalSeconds}s");
else
- errors.Add($"Example {example.Priority}: {example.Name} in {sw.Elapsed.TotalSeconds}s");
+ errors.Add($"Example: {example.Name} in {sw.Elapsed.TotalSeconds}s");
}
else
{
- disabled.Add($"Example {example.Priority}: {example.Name} in {sw.ElapsedMilliseconds}ms");
+ disabled.Add($"Example: {example.Name} in {sw.ElapsedMilliseconds}ms");
}
}
catch (Exception ex)
{
- errors.Add($"Example {example.Priority}: {example.Name}");
+ errors.Add($"Example: {example.Name}");
Console.WriteLine(ex);
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/BinaryTextClassification.cs b/test/TensorFlowNET.Examples/TextProcess/BinaryTextClassification.cs
index 63c3aefc..99ac6d94 100644
--- a/test/TensorFlowNET.Examples/TextProcess/BinaryTextClassification.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/BinaryTextClassification.cs
@@ -17,10 +17,9 @@ namespace TensorFlowNET.Examples
///
public class BinaryTextClassification : IExample
{
- public int Priority => 9;
public bool Enabled { get; set; } = true;
public string Name => "Binary Text Classification";
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
string dir = "binary_text_classification";
string dataFile = "imdb.zip";
@@ -138,5 +137,25 @@ namespace TensorFlowNET.Examples
return result;
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/CnnTextClassification.cs b/test/TensorFlowNET.Examples/TextProcess/CnnTextClassification.cs
index aaac8e4a..8bc2f9ef 100644
--- a/test/TensorFlowNET.Examples/TextProcess/CnnTextClassification.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/CnnTextClassification.cs
@@ -21,11 +21,10 @@ namespace TensorFlowNET.Examples
///
public class CnnTextClassification : IExample
{
- public int Priority => 17;
public bool Enabled { get; set; } = true;
public string Name => "CNN Text Classification";
public int? DataLimit = null;
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = false;
private string dataDir = "word_cnn";
private string dataFileName = "dbpedia_csv.tar.gz";
@@ -49,7 +48,7 @@ namespace TensorFlowNET.Examples
var graph = tf.Graph().as_default();
return with(tf.Session(graph), sess =>
{
- if (ImportGraph)
+ if (IsImportingGraph)
return RunWithImportedGraph(sess, graph);
else
return RunWithBuiltGraph(sess, graph);
@@ -222,7 +221,7 @@ namespace TensorFlowNET.Examples
Web.Download(url, dataDir, "dbpedia_subset.zip");
Compress.UnZip(Path.Combine(dataDir, "dbpedia_subset.zip"), Path.Combine(dataDir, "dbpedia_csv"));
- if (ImportGraph)
+ if (IsImportingGraph)
{
// download graph meta data
var meta_file = "word_cnn.meta";
@@ -237,5 +236,25 @@ namespace TensorFlowNET.Examples
Web.Download(url, "graph", meta_file);
}
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/NER/BiLstmCrfNer.cs b/test/TensorFlowNET.Examples/TextProcess/NER/BiLstmCrfNer.cs
index 9f983fca..26626c1a 100644
--- a/test/TensorFlowNET.Examples/TextProcess/NER/BiLstmCrfNer.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/NER/BiLstmCrfNer.cs
@@ -14,10 +14,8 @@ namespace TensorFlowNET.Examples
///
public class BiLstmCrfNer : IExample
{
- public int Priority => 101;
-
public bool Enabled { get; set; } = true;
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public string Name => "bi-LSTM + CRF NER";
@@ -35,5 +33,25 @@ namespace TensorFlowNET.Examples
hp.filepath_tags = Path.Combine(hp.data_root_dir, "vocab.tags.txt");
hp.filepath_glove = Path.Combine(hp.data_root_dir, "glove.npz");
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/NER/CRF.cs b/test/TensorFlowNET.Examples/TextProcess/NER/CRF.cs
index e238c4dc..1fbfddb6 100644
--- a/test/TensorFlowNET.Examples/TextProcess/NER/CRF.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/NER/CRF.cs
@@ -15,10 +15,8 @@ namespace TensorFlowNET.Examples
///
public class CRF : IExample
{
- public int Priority => 13;
-
public bool Enabled { get; set; } = true;
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
public string Name => "CRF";
@@ -31,5 +29,25 @@ namespace TensorFlowNET.Examples
{
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/NER/LstmCrfNer.cs b/test/TensorFlowNET.Examples/TextProcess/NER/LstmCrfNer.cs
index 524bf6e6..1aa1e44a 100644
--- a/test/TensorFlowNET.Examples/TextProcess/NER/LstmCrfNer.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/NER/LstmCrfNer.cs
@@ -20,10 +20,8 @@ namespace TensorFlowNET.Examples.Text.NER
///
public class LstmCrfNer : IExample
{
- public int Priority => 14;
-
public bool Enabled { get; set; } = true;
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
public string Name => "LSTM + CRF NER";
@@ -208,5 +206,25 @@ namespace TensorFlowNET.Examples.Text.NER
Web.Download(url, "graph", meta_file);
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/NamedEntityRecognition.cs b/test/TensorFlowNET.Examples/TextProcess/NamedEntityRecognition.cs
index 7e229551..33bee661 100644
--- a/test/TensorFlowNET.Examples/TextProcess/NamedEntityRecognition.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/NamedEntityRecognition.cs
@@ -11,13 +11,12 @@ namespace TensorFlowNET.Examples
///
public class NamedEntityRecognition : IExample
{
- public int Priority => 100;
public bool Enabled { get; set; } = false;
public string Name => "NER";
- public bool ImportGraph { get; set; } = false;
+ public bool IsImportingGraph { get; set; } = false;
- public bool Run()
+ public bool Train()
{
throw new NotImplementedException();
}
@@ -26,5 +25,25 @@ namespace TensorFlowNET.Examples
{
throw new NotImplementedException();
}
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Run()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/TextClassificationTrain.cs b/test/TensorFlowNET.Examples/TextProcess/TextClassificationTrain.cs
index 1c2237b2..42841664 100644
--- a/test/TensorFlowNET.Examples/TextProcess/TextClassificationTrain.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/TextClassificationTrain.cs
@@ -21,11 +21,10 @@ namespace TensorFlowNET.Examples
///
public class TextClassificationTrain : IExample
{
- public int Priority => 100;
public bool Enabled { get; set; } = false;
public string Name => "Text Classification";
public int? DataLimit = null;
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
public bool UseSubset = false; // <----- set this true to use a limited subset of dbpedia
private string dataDir = "text_classification";
@@ -51,7 +50,7 @@ namespace TensorFlowNET.Examples
var graph = tf.Graph().as_default();
return with(tf.Session(graph), sess =>
{
- if (ImportGraph)
+ if (IsImportingGraph)
return RunWithImportedGraph(sess, graph);
else
return RunWithBuiltGraph(sess, graph);
@@ -255,7 +254,7 @@ namespace TensorFlowNET.Examples
Compress.ExtractTGZ(Path.Join(dataDir, dataFileName), dataDir);
}
- if (ImportGraph)
+ if (IsImportingGraph)
{
// download graph meta data
var meta_file = model_name + ".meta";
@@ -269,6 +268,26 @@ namespace TensorFlowNET.Examples
var url = "https://raw.githubusercontent.com/SciSharp/TensorFlow.NET/master/graph/" + meta_file;
Web.Download(url, "graph", meta_file);
}
- }
+ }
+
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
}
}
diff --git a/test/TensorFlowNET.Examples/TextProcess/Word2Vec.cs b/test/TensorFlowNET.Examples/TextProcess/Word2Vec.cs
index b4110cc6..dc3f27f3 100644
--- a/test/TensorFlowNET.Examples/TextProcess/Word2Vec.cs
+++ b/test/TensorFlowNET.Examples/TextProcess/Word2Vec.cs
@@ -16,10 +16,9 @@ namespace TensorFlowNET.Examples
///
public class Word2Vec : IExample
{
- public int Priority => 12;
public bool Enabled { get; set; } = true;
public string Name => "Word2Vec";
- public bool ImportGraph { get; set; } = true;
+ public bool IsImportingGraph { get; set; } = true;
// Training Parameters
float learning_rate = 0.1f;
@@ -205,6 +204,26 @@ namespace TensorFlowNET.Examples
print($"Most common words: {string.Join(", ", word2id.Take(10))}");
}
+ public Graph ImportGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public Graph BuildGraph()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Train()
+ {
+ throw new NotImplementedException();
+ }
+
+ public bool Predict()
+ {
+ throw new NotImplementedException();
+ }
+
private class WordId
{
public string Word { get; set; }
diff --git a/test/TensorFlowNET.UnitTest/ExamplesTests/ExamplesTest.cs b/test/TensorFlowNET.UnitTest/ExamplesTests/ExamplesTest.cs
index 3fb3ec26..c5497692 100644
--- a/test/TensorFlowNET.UnitTest/ExamplesTests/ExamplesTest.cs
+++ b/test/TensorFlowNET.UnitTest/ExamplesTests/ExamplesTest.cs
@@ -14,21 +14,21 @@ namespace TensorFlowNET.ExamplesTests
public void BasicOperations()
{
tf.Graph().as_default();
- new BasicOperations() { Enabled = true }.Run();
+ new BasicOperations() { Enabled = true }.Train();
}
[TestMethod]
public void HelloWorld()
{
tf.Graph().as_default();
- new HelloWorld() { Enabled = true }.Run();
+ new HelloWorld() { Enabled = true }.Train();
}
[TestMethod]
public void ImageRecognition()
{
tf.Graph().as_default();
- new HelloWorld() { Enabled = true }.Run();
+ new HelloWorld() { Enabled = true }.Train();
}
[Ignore]
@@ -36,28 +36,28 @@ namespace TensorFlowNET.ExamplesTests
public void InceptionArchGoogLeNet()
{
tf.Graph().as_default();
- new InceptionArchGoogLeNet() { Enabled = true }.Run();
+ new InceptionArchGoogLeNet() { Enabled = true }.Train();
}
[TestMethod]
public void KMeansClustering()
{
tf.Graph().as_default();
- new KMeansClustering() { Enabled = true, ImportGraph = true, train_size = 500, validation_size = 100, test_size = 100, batch_size =100 }.Run();
+ new KMeansClustering() { Enabled = true, IsImportingGraph = true, train_size = 500, validation_size = 100, test_size = 100, batch_size =100 }.Train();
}
[TestMethod]
public void LinearRegression()
{
tf.Graph().as_default();
- new LinearRegression() { Enabled = true }.Run();
+ new LinearRegression() { Enabled = true }.Train();
}
[TestMethod]
public void LogisticRegression()
{
tf.Graph().as_default();
- new LogisticRegression() { Enabled = true, training_epochs=10, train_size = 500, validation_size = 100, test_size = 100 }.Run();
+ new LogisticRegression() { Enabled = true, training_epochs=10, train_size = 500, validation_size = 100, test_size = 100 }.Train();
}
[Ignore]
@@ -65,7 +65,7 @@ namespace TensorFlowNET.ExamplesTests
public void NaiveBayesClassifier()
{
tf.Graph().as_default();
- new NaiveBayesClassifier() { Enabled = false }.Run();
+ new NaiveBayesClassifier() { Enabled = false }.Train();
}
[Ignore]
@@ -73,14 +73,14 @@ namespace TensorFlowNET.ExamplesTests
public void NamedEntityRecognition()
{
tf.Graph().as_default();
- new NamedEntityRecognition() { Enabled = true }.Run();
+ new NamedEntityRecognition() { Enabled = true }.Train();
}
[TestMethod]
public void NearestNeighbor()
{
tf.Graph().as_default();
- new NearestNeighbor() { Enabled = true, TrainSize = 500, ValidationSize = 100, TestSize = 100 }.Run();
+ new NearestNeighbor() { Enabled = true, TrainSize = 500, ValidationSize = 100, TestSize = 100 }.Train();
}
[Ignore]
@@ -88,7 +88,7 @@ namespace TensorFlowNET.ExamplesTests
public void TextClassificationTrain()
{
tf.Graph().as_default();
- new TextClassificationTrain() { Enabled = true, DataLimit=100 }.Run();
+ new TextClassificationTrain() { Enabled = true, DataLimit=100 }.Train();
}
[Ignore]
@@ -96,21 +96,21 @@ namespace TensorFlowNET.ExamplesTests
public void TextClassificationWithMovieReviews()
{
tf.Graph().as_default();
- new BinaryTextClassification() { Enabled = true }.Run();
+ new BinaryTextClassification() { Enabled = true }.Train();
}
[TestMethod]
public void NeuralNetXor()
{
tf.Graph().as_default();
- Assert.IsTrue(new NeuralNetXor() { Enabled = true, ImportGraph = false }.Run());
+ Assert.IsTrue(new NeuralNetXor() { Enabled = true, IsImportingGraph = false }.Train());
}
[TestMethod]
public void NeuralNetXor_ImportedGraph()
{
tf.Graph().as_default();
- Assert.IsTrue(new NeuralNetXor() { Enabled = true, ImportGraph = true }.Run());
+ Assert.IsTrue(new NeuralNetXor() { Enabled = true, IsImportingGraph = true }.Train());
}
@@ -118,7 +118,7 @@ namespace TensorFlowNET.ExamplesTests
public void ObjectDetection()
{
tf.Graph().as_default();
- Assert.IsTrue(new ObjectDetection() { Enabled = true, ImportGraph = true }.Run());
+ Assert.IsTrue(new ObjectDetection() { Enabled = true, IsImportingGraph = true }.Train());
}
}
}