In this blog post, we highlight one particular class of low precision networks named binarized neural networks (BNNs), the fundamental concepts underlying this class, and introduce a Neon CPU and GPU implementation.

Advancing OpenCL™ for FPGAs

by Intel

Boosting Performance with Intel® FPGA SDK for OpenCL™ Technology

Avoiding the Trials and Tribulations of CUDA Development on Windows

by Dan Buskirk

Understanding the organization of a Visual Studio project for CUDA development

Base64 Encoding on a GPU

by Nick Kopp

Performing base64 encoding on a graphics processing unit using CUDAfy.NET (CUDA in .NET).

CodeProject.AI Server: AI the easy way.

by CodeProject

Version 2.6.5. Our fast, free, self-hosted Artificial Intelligence Server for any platform, any language

Comparing Programming models: SYCL and CUDA

by Dhruv__Patel

In this article we compare and contrast SYCL and CUDA, and discuss how the oneAPI compiler can work with SYCL.

Convert Xilinx FPGA/CPLD to C Source

by grilialex

Flow and tools to convert Xilinx bitstreams to C source code for programming FPGA/CPLD

CUDA Programming Model on AMD GPUs and Intel CPUs

by Nick Kopp

This article builds upon the earlier High Performance Queries: GPU vs. PLINQ vs. LINQ and ports this to also support OpenCL devices and adds benchmarking so you can easily compare performance.

CudaPAD

by Ryan Scott White

CudaPAD is a PTX/SASS viewer for NVIDIA Cuda kernels and provides an on-the-fly view of your Cuda code.

Deep Learning on Windows: A Getting Started Guide

by Mike Lanzetta

In this post, I'll walk you through how to get one of the most popular toolkits up and running on Windows, and run through and explain some fun examples.

DirectShow Filters Development Part 3: Transform Filters

by Roman Ginzburg

A text overlay filter and a JPEG/JPEG2000 encoder using transform filters.

Distributed Computing in Small and Medium Sized Offices

by hax_

Introduction to the open-source hxGrid library for distributed computing. Main benefits of the library: cluster uses only idle time of Windows 2000/XP/Vista workstation (no dedicated workstations required); easy to use; free.

Extended GMM for Background Subtraction on GPU

by phoaivu

GPU Implementation of Extended Gaussian mixture model for Background Subtraction

Facial biometric authentication on your connected devices

by Afzaal Ahmad Zeeshan

In this post, I am going to walk you through creating your own central hub to allow your connected devices to authenticate people using facial recognition system.

Fast Image Blurring with CUDA

by ChaoJui

High performance and good quality of image blurring

Faster JPEG2000 Viewer

by Adam Wojnar

Simple .jp2/.j2k viewer using Kakadu executables demonstration pack for decoding

GCN Assembler for AMD GPUs

by Ryan Scott White

an assembler/compiler for AMD’s GCN (Generation Core Next Architecture) Assembly Language

Getting Started with Intel® Software Optimization for Theano and Intel® Distribution for Python

by Intel

Theano is a Python library developed at the LISA lab to define, optimize, and evaluate mathematical expressions, including the ones with multi-dimensional arrays (numpy.ndarray)

GPGPU on Accelerating Wave PDE

by Alesiani Marco

A Wave PDE simulation using GPGPU capabilities

GPGPU Papyrus Demo

by John Michael Hauck

It has never been easier for C# desktop developers to write code that takes advantage of the amazing computing performance of modern graphics cards. In this post I will share some techniques for solving a simple (but still interesting) image analysis problem. Source Code https://www.assembla.com/co

GPU Computing Using CUDA, Eclipse, and Java with JCuda

by Mark H Bishop

Tutorial: GPU computing with JCuda and Nsight (Eclipse)

GPU-Quicksort in OpenCL 2.0: Nested Parallelism and Work-Group Scan Functions

by Android on Intel

This tutorial shows how to use two powerful features of OpenCL™ 2.0: enqueue_kernel functions that allow you to enqueue kernels from the device and work_group_scan_exclusive_add and work_group_scan_inclusive_add

H.264 CUDA Encoder DirectShow Filter in C#

by Maxim Kartavenkov

Article describes how to make H.264 Video Encoder DirectShow Filter using NVIDIA encoder API in C#

Heterogeneous Programming with oneAPI

by Intel

This article introduces the beta release of the oneAPI product to facilitate heterogeneous programming.

High Performance Queries: GPU vs. PLINQ vs. LINQ

by Nick Kopp

How to get 30x performance increase for queries by using your Graphics Processing Unit (GPU) instead of LINQ and PLINQ.

High-performance finite elements with C#

by Igor Gribanov

Performing linear static analysis on a tetrahedral mesh with a little bit of help from a third-party solver.

How to Build OpenCV for Windows with CUDA

by Vangos

This post will show you how to build OpenCV for Windows with CUDA.

How to Get Started with TensorFlow

by Packt Publishing

In this section, we'll take our first steps in using the low-level TensorFlow API.

How to Move from CUDA Math Library Calls to oneMKL

by Robert Mueller-Albrecht

Using the Intel® oneAPI Math Kernel Library SYCL API

HyCuda, a Hybrid Framework Code-Generator for CUDA

by Joren Heit

A Hybrid Framework Code-Generator for CUDA

Image Filters Using CPU, GPU, and C++ AMP

by Kerem Kat

Process webcam images on the CPU and GPU with OpenCV, CUDA and C++ AMP

Implementing Parallel Scalable Distribution Counting Algorithm (DCA) with CUDA 8.0 Runtime API

by Arthur V. Ratz

In this article, we'll demonstrate an approach the allows to increase the performance (up to 600%) of the code that implements the conventional distribution counting algorithm (DCA) using NVIDIA CUDA 8.0 Runtime API

Install Cuda and Use Managed Code with VS 2008 Express on Windows 7-x64

by Mark H Bishop

Getting Cuda started on a VS Express budget

Introduction to Keras

by Thomas Daniels

In this article, let’s dive into Keras, a high-level library for neural networks.

Large Scale Machine Learning using NVIDIA CUDA

by Adnan Boz

From spam filters to movie recommendation and face detection, nowadays machine learning algorithms are used everywhere to make the machine think for us. But, running these algorithms require high computation power and in most cases supercomputers. This is where the 500 core GPUs step in...

Learn How To Do Alphablending with CUDA

by ChaoJui

Image processing with a burst of performance from CUDA

Learning Modern OpenGL

by Bartlomiej Filipek

A little guide about modern OpenGL and why it gives us so much value.

Loop Unrolling over Template Arguments

by Kevin Drzycimski

Unroll loops at compile time, deduced by a template argument.

Migrating the Jacobi Iterative Method from CUDA to SYCL

by Intel

This document demonstrates how a linear algebra Jacobi iterative method written in CUDA* can be migrated to the SYCL* heterogenous programing language.

Nightmare on (Overwh)Elm Street: The 64-bit Calling Convention

by CMalcheski

64-bit calling convention

Nimbus SDK: A Tiny Framework for C++ Real-Time Volumetric Cloud Rendering, Animation and Morphing

by Carlos Jiménez de Parga

A reusable Visual C++ framework for real-time volumetric cloud rendering, animation and morphing

odeint v2 - Solving ordinary differential equations in C++

by headmyshoulder

odeint v2 - Solving ordinary differential equations in C++

OWASP #6 Preventing Sensitive Data Exposure in ASP.NET – Part 1

by Max R McCarty

OWASP's #6 most vulnerable security risk has to do with keeping secrets secret.

Parallel Computations in C#

by Andrew Kirillov

This article describes the implementation of parallel computations using plain C#.

Parallel Radix Sort on the GPU using C++ AMP

by Debdatta Basu

Examine the various approaches to implementing Radix sort on the GPU

Parallel Scalable Burrows-Wheeler Transformation (BWT) Using Intel® Threading Building Blocks and OpenMP Libraries

by Arthur V. Ratz

This article is a practical guide on using Intel® Threading Building Blocks (TBB) and OpenMP libraries for C++ based on the example of delivering parallel scalable code that implements Burrows-Wheeler Transformation (BWT) algorithm.

Parallelised Monte Carlo Algorithms #1

by CatchExAs

How to make best use of current technology for computationally intensive applications?

Part 6: Primitive Restart and OpenGL Interoperability

by manythreads

This sixth article in a series on portable multithreaded programming using OpenCL™ where Rob Farber discusses how to calculate data in OpenCL™ and render it with OpenGL within the same application.

Permutations with CUDA and OpenCL

by Shao Voon Wong

Finding lexicographical permutations on GPU

Port a CUDA App to oneAPI and DPC++ in 5 Minutes

by Jeremy C. Ong

A quick 5-minute introduction to porting a CUDA app to Data Parallel C++ (DPC++)

Pure .NET DirectShow Filters in C#

by Maxim Kartavenkov

Article describes how to make DirectShow Filters in .NET, it consist of BaseClasses and couple of samples

QOR Architecture Aspect

by Matthew Faithfull

Querysoft Open Runtime: Architecture compatibility aspect.

Raytracing From CUDA to SYCL 2020 via DPC++

by Shao Voon Wong

How to convert a code from parallel C++ ray-tracing code to CUDA, then to SYCL 2020 via Intel® DPC++

Setting Up Your Android Development Environment

by Sushil Sh.

How to setup android development enviornment using eclipse and Android studio.

Small class representing DateTime in seconds elapsed since "01 Jan, 0001 00:00:00"

by Philippe Kirsanov

A small class representing DateTime in seconds elapsed since "01 Jan, 0001 00:00:00".

Solving ordinary differential equations with OpenCL in C++

by headmyshoulder, Denis Demidov

This article shows how ordinary differential equations can be solved with OpenCL. In detail it shows how odeint - a C++ library for ordinary differential equations - can be adapted to work with VexCL - a library for OpenCL. The resulting performance is studied on two examples.

SYCL versus CUDA

by Dhruv__Patel

In this article we compare and contrast SYCL and CUDA, introduce oneAPI, and discuss how the oneAPI compiler can work with SYCL.

The Implementation of Model Constraints in .NET - II

by Alex Mikunov

Runtime MSIL Code Instrumentation and .NET Metadata Extensions

Theano Machine Learning on a GPU on Windows 10

by Dino Konstantopoulos

Running Theano with an Nvidia 1070 GPU on Windows 10, with CUDA 8 and Visual Studio 2015

Thoughts About Threads

by Intel

TotalView includes a set of tools that provide scientific and academic developers with controlover processes and thread execution, along with deep visibility into program states and data.

Time Series Analysis in C#.NET: Part II

by Jeff B. Cromwell

Granger Causality in both R and C#.NET with open source libraries.

Ultra High Quality Image Rotation on a GPU

by Nick Kopp

Ultra high quality frequency domain image rotation on a GPU.

Using Cudafy for GPGPU Programming in .NET

by Nick Kopp

An introduction to using Cudafy.NET to perform processing on a GPU

Using oneAPI to Convert CUDA to SYCL

by Sergiu Ovidiu Oprea

This article is a hands-on look at the process of converting CUDA to SYCL.

VexCL: Vector expression template library for OpenCL

by Denis Demidov

This article is an introduction to VexCL. VexCL is vector expression template library created for ease of C++ based OpenCL development.

Xilinx FPGA with AVRILOS

by grilialex

How-To Embed Xilinx FPGA Configuration Data to AVRILOS