public static void MnistTest()
{
if (Worker.Default.Device.Arch.Number < 300)
{
Assert.Inconclusive("using cudnn need arch >= 3.0");
}
try
{
var worker = Worker.Default;
using (var network = new Network(worker))
{
var conv1 = Layer.Conv1(worker);
var conv2 = Layer.Conv2(worker);
var ip1 = Layer.Ip1(worker);
var ip2 = Layer.Ip2(worker);
Console.WriteLine("Classifying....");
var i1 = network.ClassifyExample(Data.FirstImage, conv1, conv2, ip1, ip2);
var i2 = network.ClassifyExample(Data.SecondImage, conv1, conv2, ip1, ip2);
var i3 = network.ClassifyExample(Data.ThirdImage, conv1, conv2, ip1, ip2);
Console.WriteLine("\n==========================================================\n");
Console.WriteLine("Result of Classification: {0}, {1}, {2}", i1, i2, i3);
if ((i1 != 1) || (i2 != 3) || (i3 != 5))
{
Console.WriteLine("Test Failed!!");
}
else
{
Console.WriteLine("Test Passed!!");
}
Console.WriteLine("\n==========================================================\n");
Assert.AreEqual(i1, 1);
Assert.AreEqual(i2, 3);
Assert.AreEqual(i3, 5);
}
}
catch (DllNotFoundException)
{
Assert.Inconclusive("You need set the environment for cudnn native to do this test.");
}
}
