public static void InitProvider()
{
var path = ConfigurationManager.AppSettings["mkl:Path"];
var threads = int.Parse(ConfigurationManager.AppSettings["mkl:Threads"] ?? "-1");
StartProvider.LaunchMklRt(threads, path);
}
public void Setup()
{
// Launching mkl for NumNet (path might need to be change)
var path = "C:/data/dlls/mkl";
StartProvider.LaunchMklRt(1, path);
var m = NN.Random.Normal(0f, 0.1f, Vocab, N);
var vocab = (from i in Enumerable.Range(0, Vocab)
select i.ToString()).ToArray();
_w2v = new Word2Vec(vocab, m);
int batch = 50;
vector_test = NN.Random.Normal(0, 0.1f, N, 1);
matrix_test = NN.Random.Normal(0, 0.1f, N, batch);
bestd_v = new float[1][];
bestw_v = new int[1][];
bestd_v[0] = new float[Neighbors];
bestw_v[0] = new int[Neighbors];
bestd_m = new float[batch][];
bestw_m = new int[batch][];
for (int i = 0; i < batch; i++)
{
bestd_m[i] = new float[Neighbors];
bestw_m[i] = new int[Neighbors];
}
}
public static void InitProvider(TestContext context)
{
#if !NO_MKL
var path = ConfigurationManager.AppSettings["mkl:Path"];
if (path == null)
{
Blas.Provider = new DefaultBlas();
}
else
{
var threads = int.Parse(ConfigurationManager.AppSettings["mkl:Threads"]);
var initialized = false;
var failed = 0;
var maxFailures = 5;
while (!initialized && failed < maxFailures)
{
try
{
StartProvider.LaunchMklRt(threads, path);
initialized = true;
}
catch (NotSupportedException)
{
++failed;
}
}
}
#endif
}
public void Setup()
{
// Launching mkl for NumNet (path might need to be change)
var path = "C:/data/dlls/mkl";
StartProvider.LaunchMklRt(1, path);
// Creating NumPy for NumSharp (deprecated)
//np = new NumPy();
}
public static void InitProvider(TestContext context)
{
var path = ConfigurationManager.AppSettings["mkl:Path"];
var threads = int.Parse(ConfigurationManager.AppSettings["mkl:Threads"] ?? "-1");
if (!Directory.Exists(path))
{
throw new DirectoryNotFoundException($"The MKL libs directory '{path}' was not found. Check appSetting 'mkl:Path'.");
}
StartProvider.LaunchMklRt(threads, path);
}
public void Setup()
{
// Launching mkl for NumNet (path might need to be change)
var path = "C:/data/dlls/mkl";
StartProvider.LaunchMklRt(1, path);
//var np = new NumPy(); deprecated
_numnet_3d = NN.Random.Normal(0f, 1f, 10, 8, 12);
_numsharp_3d = np.random.normal(0f, 1f, 10, 8, 12);
_numnet_2d = NN.Random.Normal(-1f, 0.4f, 50, 20);
_numsharp_2d = np.random.normal(-1f, 0.4f, 50, 20);
}
public void Setup()
{
// Launching mkl for NumNet (path might need to be change)
var path = "C:/data/dlls/mkl";
StartProvider.LaunchMklRt(1, path);
numnet_1 = NN.Random.Normal(0, 1, N, N);
numnet_2 = NN.Random.Normal(0, 1, N, N);
numnet_flat_1 = NN.Random.Normal(0, 1, N * N);
numnet_flat_2 = NN.Random.Normal(0, 1, N * N);
//np = new NumPy();
numsharp_1 = np.random.normal(0, 1, N, N).reshape(new Shape(N, N)); // need reshaping cause there's a bug in 'np.random.normal'
numsharp_2 = np.random.normal(0, 1, N, N).reshape(new Shape(N, N));
numsharp_flat_1 = np.random.normal(0, 1, N * N);
numsharp_flat_2 = np.random.normal(0, 1, N * N);
}