public Task <Xtruct> testMultiExceptionAsync(string arg0, string arg1, CancellationToken cancellationToken)
{
logger.Invoke("testMultiException({0}, {1})", arg0, arg1);
if (arg0 == "Xception")
{
var x = new Xception
{
ErrorCode = 1001,
Message = "This is an Xception"
};
throw x;
}
if (arg0 == "Xception2")
{
var x = new Xception2
{
ErrorCode = 2002,
Struct_thing = new Xtruct {
String_thing = "This is an Xception2"
}
};
throw x;
}
var result = new Xtruct {
String_thing = arg1
};
return(Task.FromResult(result));
}
public void testException(string arg)
{
Console.WriteLine("testException(" + arg + ")");
if (arg == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = "This is an Xception";
throw x;
}
return;
}
/**
* Print 'testException(%s)' with arg as '%s'
* @param string arg - a string indication what type of exception to throw
* if arg == "Xception" throw Xception with errorCode = 1001 and message = arg
* elsen if arg == "TException" throw TException
* else do not throw anything
*/
public void testException(string arg)
{
testLogDelegate.Invoke("testException({0})", arg);
if (arg == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = arg;
throw x;
}
if (arg == "TException")
{
throw new Thrift.TException();
}
return;
}
/**
* Print 'testException(%s)' with arg as '%s'
* @param string arg - a string indication what type of exception to throw
* if arg == "Xception" throw Xception with errorCode = 1001 and message = arg
* elsen if arg == "TException" throw TException
* else do not throw anything
*/
public void testException(string arg)
{
Console.WriteLine("testException(" + arg + ")");
if (arg == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = arg;
throw x;
}
if (arg == "TException")
{
throw new Thrift.TException();
}
return;
}
public static void Run()
{
var model = new Xception(weights: "imagenet");
string img_path = "./img/elephant.jpg";
var img = ImageUtil.LoadImg(img_path, target_size: (299, 299));
var x = ImageUtil.ImageToArray(img);
x = np.expand_dims(x, axis: 0);
x = model.PreprocessInput(x);
var preds = model.Predict(x);
var predictions = model.DecodePredictions(preds, top: 2);
foreach (ImageNetPrediction item in predictions)
{
Console.WriteLine("Name: {0}, Acc: {1}", item.Word, item.PredictedValue);
}
}
public Task testExceptionAsync(string arg, CancellationToken cancellationToken)
{
logger.Invoke("testException({0})", arg);
if (arg == "Xception")
{
var x = new Xception
{
ErrorCode = 1001,
Message = arg
};
throw x;
}
if (arg == "TException")
{
throw new TException();
}
return(Task.CompletedTask);
}
public Xtruct testMultiException(string arg0, string arg1)
{
Console.WriteLine("testMultiException(" + arg0 + ", " + arg1 + ")");
if (arg0 == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = "This is an Xception";
throw x;
}
else if (arg0 == "Xception2")
{
Xception2 x = new Xception2();
x.ErrorCode = 2002;
x.Struct_thing = new Xtruct();
x.Struct_thing.String_thing = "This is an Xception2";
throw x;
}
Xtruct result = new Xtruct();
result.String_thing = arg1;
return(result);
}
public Xtruct testMultiException(string arg0, string arg1)
{
testLogDelegate.Invoke("testMultiException({0}, {1})", arg0, arg1);
if (arg0 == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = "This is an Xception";
throw x;
}
else if (arg0 == "Xception2")
{
Xception2 x = new Xception2();
x.ErrorCode = 2002;
x.Struct_thing = new Xtruct();
x.Struct_thing.String_thing = "This is an Xception2";
throw x;
}
Xtruct result = new Xtruct();
result.String_thing = arg1;
return(result);
}
static void Main(string[] args)
{
//ResNet50
{
Console.WriteLine("ResNet50...");
var net = new ResNet50("ResNet50.dat");
float[,,] img = NetUtils.PrepareImageResNet("test_dog.png");
Stopwatch time_measure = new Stopwatch();
time_measure.Start();
float[] prediction = net.Process(img);
time_measure.Stop();
Console.WriteLine("Time: " + (time_measure.ElapsedMilliseconds / 1000.0).ToString("0.000") + " s");
Console.WriteLine("Top 3 results: " + string.Join(", ", NetUtils.DecodeImageNetResult(prediction, 3)));
Console.WriteLine("--------------\n");
}
//InceptionV3
{
Console.WriteLine("InceptionV3...");
var net = new InceptionV3("InceptionV3.dat");
float[,,] img = NetUtils.PrepareImageInceptionV3("test_dog.png");
Stopwatch time_measure = new Stopwatch();
time_measure.Start();
float[] prediction = net.Process(img);
time_measure.Stop();
Console.WriteLine("Time: " + (time_measure.ElapsedMilliseconds / 1000.0).ToString("0.000") + " s");
Console.WriteLine("Top 3 results: " + string.Join(", ", NetUtils.DecodeImageNetResult(prediction, 3)));
Console.WriteLine("--------------\n");
}
//MobileNet
{
Console.WriteLine("MobileNet...");
var net = new MobileNet("MobileNet.dat");
float[,,] img = NetUtils.PrepareImageMobileNet("test_dog.png");
Stopwatch time_measure = new Stopwatch();
time_measure.Start();
float[] prediction = net.Process(img);
time_measure.Stop();
Console.WriteLine("Time: " + (time_measure.ElapsedMilliseconds / 1000.0).ToString("0.000") + " s");
Console.WriteLine("Top 3 results: " + string.Join(", ", NetUtils.DecodeImageNetResult(prediction, 3)));
Console.WriteLine("--------------\n");
}
// Xception
{
Console.WriteLine("Xception...");
var net = new Xception("Xception.dat");
float[,,] img = NetUtils.PrepareImageInceptionV3("test_dog.png");
Stopwatch time_measure = new Stopwatch();
time_measure.Start();
float[] prediction = net.Process(img);
time_measure.Stop();
Console.WriteLine("Time: " + (time_measure.ElapsedMilliseconds / 1000.0).ToString("0.000") + " s");
Console.WriteLine("Top 3 results: " + string.Join(", ", NetUtils.DecodeImageNetResult(prediction, 3)));
Console.WriteLine("--------------\n");
}
Console.WriteLine("Press a key");
Console.ReadKey();
}
public Xtruct testMultiException(string arg0, string arg1)
{
testLogDelegate.Invoke("testMultiException({0}, {1})", arg0,arg1);
if (arg0 == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = "This is an Xception";
throw x;
}
else if (arg0 == "Xception2")
{
Xception2 x = new Xception2();
x.ErrorCode = 2002;
x.Struct_thing = new Xtruct();
x.Struct_thing.String_thing = "This is an Xception2";
throw x;
}
Xtruct result = new Xtruct();
result.String_thing = arg1;
return result;
}
/**
* Print 'testException(%s)' with arg as '%s'
* @param string arg - a string indication what type of exception to throw
* if arg == "Xception" throw Xception with errorCode = 1001 and message = arg
* elsen if arg == "TException" throw TException
* else do not throw anything
*/
public void testException(string arg)
{
testLogDelegate.Invoke("testException({0})", arg);
if (arg == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = arg;
throw x;
}
if (arg == "TException")
{
throw new Thrift.TException();
}
return;
}
public Task<Xtruct> testMultiExceptionAsync(string arg0, string arg1, CancellationToken cancellationToken)
{
logger.Invoke("testMultiException({0}, {1})", arg0, arg1);
if (arg0 == "Xception")
{
var x = new Xception
{
ErrorCode = 1001,
Message = "This is an Xception"
};
throw x;
}
if (arg0 == "Xception2")
{
var x = new Xception2
{
ErrorCode = 2002,
Struct_thing = new Xtruct { String_thing = "This is an Xception2" }
};
throw x;
}
var result = new Xtruct { String_thing = arg1 };
return Task.FromResult(result);
}
public Task testExceptionAsync(string arg, CancellationToken cancellationToken)
{
logger.Invoke("testException({0})", arg);
if (arg == "Xception")
{
var x = new Xception
{
ErrorCode = 1001,
Message = arg
};
throw x;
}
if (arg == "TException")
{
throw new TException();
}
return Task.CompletedTask;
}
public Xtruct testMultiException(string arg0, string arg1)
{
Console.WriteLine("testMultiException(" + arg0 + ", " + arg1 + ")");
if (arg0 == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = "This is an Xception";
throw x;
}
else if (arg0 == "Xception2")
{
Xception2 x = new Xception2();
x.ErrorCode = 2002;
x.Struct_thing = new Xtruct();
x.Struct_thing.String_thing = "This is an Xception2";
throw x;
}
Xtruct result = new Xtruct();
result.String_thing = arg1;
return result;
}
public void testException(string arg)
{
Console.WriteLine("testException(" + arg + ")");
if (arg == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = "This is an Xception";
throw x;
}
return;
}
/**
* Print 'testException(%s)' with arg as '%s'
* @param string arg - a string indication what type of exception to throw
* if arg == "Xception" throw Xception with errorCode = 1001 and message = arg
* elsen if arg == "TException" throw TException
* else do not throw anything
*/
public void testException(string arg)
{
Console.WriteLine("testException(" + arg + ")");
if (arg == "Xception")
{
Xception x = new Xception();
x.ErrorCode = 1001;
x.Message = arg;
throw x;
}
if (arg == "TException")
{
throw new Thrift.TException();
}
return;
}
