BlasNet is an optimized library for basic linear algebra operations on arrays written in C# and developed at Proxem.
BlasNet is developed in .Net Standard 2.0 and is compatible with both .Net Framework and .Net Core thus working on Windows and Linux platform. For Mac OS users there shouldn't be any problem but we didn't test extensively.
Intel's math kernel library is used as a backend to optimize arrays operations when available. In order to use MKL you must launch the provider in your code. This step depends of your operating system :
You first need to download Intel's MKL libraries for Windows. Check that the folder contains mkl_rt.dll which is the main library used by BlasNet.
To set the provider to use mkl_rt.dll for the low level array operations place the following line at the beginning of your code :
using BlasNet;
public namespace Test
{
public static void Main(string[] args)
{
StartProvider.LaunchMklRt(max, path);
// rest of the code;
}
}
where max is the max number of threads used by MKL (-1 to use the max number) and path is the path to mkl_rt.dll.
You first need to download Intel's MKL libraries for Linux. Check that the folder contains libmkl_rt.so which is the main library used by BlasNet.
To set the provider to use libmkl_rt.so for the low level array you first need to make the libraries visible through the LD_LIBRARY_PATH variable.
To do so, add the path to Intel's libraries by running the following commands :
$ echo "/path/to/mkl/lib/" >> /etc/ld.so.conf.d/intel.conf
$ ldconfig
Now, to set the provider to use libmkl_rt.so for the low level operations place the following line at the beginning of your code :
using BlasNet;
public namespace Test
{
public static void Main(string[] args)
{
StartProvider.LaunchMklRt(max);
// rest of the code;
}
}
where max is the max number of threads used by MKL (-1 to use the max number).
We provide a Nuget Package of BlasNet to facilitate its use. It's available on Nuget.org. Symbols are also available to facilitate debugging inside the package.
This is not an official Proxem product.
If you can't make BlasNet work on your computer or if you have any tracks of improvement drop us an e-mail at one of the following address:
BlasNet is Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.