opencl, opengl, w...
Follow
Find
18.2K views | +18 today
 
Scooped by Mikael Bourges-Sevenier
onto opencl, opengl, webcl, webgl
Scoop.it!

Fast Exact Hyper-Graph Matching with Dynamic Programming for Spatio-Temporal Data

Fast Exact Hyper-Graph Matching with Dynamic Programming for Spatio-Temporal Data | opencl, opengl, webcl, webgl | Scoop.it
Graphs and hyper-graphs are frequently used to recognize complex and often non-rigid patterns in computer vision, either through graph matching or point-set matching with graphs. Most formulations ...
more...
No comment yet.
Your new post is loading...
Your new post is loading...
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Here comes Vulkan: The next generation of the OpenGL graphics API

Here comes Vulkan: The next generation of the OpenGL graphics API | opencl, opengl, webcl, webgl | Scoop.it
OpenGL is 22... it's time for a replacement – Khronos Group
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

A Graph-Partition-Based Scheduling Policy for Heterogeneous Architectures

A Graph-Partition-Based Scheduling Policy for Heterogeneous Architectures | opencl, opengl, webcl, webgl | Scoop.it
In order to improve system performance efficiently, a number of systems choose to equip multi-core and many-core processors (such as GPUs). Due to their discrete memory these heterogeneous architec...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Accelerating Deep Convolutional Neural Networks Using Specialized Hardware

Accelerating Deep Convolutional Neural Networks Using Specialized Hardware | opencl, opengl, webcl, webgl | Scoop.it
Recent breakthroughs in the development of multi-layer convolutional neural networks have led to stateof-the-art improvements in the accuracy of non-trivial recognition tasks such as large-category...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Evaluating Performance Portability of OpenACC

Evaluating Performance Portability of OpenACC | opencl, opengl, webcl, webgl | Scoop.it
Accelerator-based heterogeneous computing is gaining momentum in High Performance Computing arena. However, the increased complexity of the accelerator architectures demands more generic, high-leve...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Model-driven optimisation of memory hierarchy and multithreading on GPUs

Model-driven optimisation of memory hierarchy and multithreading on GPUs | opencl, opengl, webcl, webgl | Scoop.it
Due to their potentially high peak performance and energy efficiency, GPUs are increasingly popular for scientific computations. However, the complexity of the architecture makes it difficult to wr...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

One of gaming's most used engines is now free

One of gaming's most used engines is now free | opencl, opengl, webcl, webgl | Scoop.it
Created in Unreal Engine 4Game development is expensive. It's not a question of the tools costing too much; game engines like Unity and GameMaker Studio
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Implementation of Smith-Waterman algorithm in OpenCL for GPUs

Implementation of Smith-Waterman algorithm in OpenCL for GPUs | opencl, opengl, webcl, webgl | Scoop.it
In this paper we present an implementation of the Smith-Waterman algorithm. The implementation is done in OpenCL and targets high-end GPUs. This implementation is capable of computing similarity in...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Accelerating Lagrangian Particle Dispersion in the Atmosphere with OpenCL across Multiple Platforms

Accelerating Lagrangian Particle Dispersion in the Atmosphere with OpenCL across Multiple Platforms | opencl, opengl, webcl, webgl | Scoop.it
FLEXPART is a popular simulator that models the transport and diffusion of air pollutants, based on the Lagrangian approach. It is capable of regional and global simulation and supports both forwar...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

A Vision for GPU-accelerated Parallel Computation on Geo-Spatial Datasets

A Vision for GPU-accelerated Parallel Computation on Geo-Spatial Datasets | opencl, opengl, webcl, webgl | Scoop.it
We summarize the need and present our vision for accelerating geo-spatial computations and analytics using a combination of shared and distributed memory parallel platforms, with general-purpose Gr...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Using SPIR for fun and profit with Intel® OpenCL™ Code Builder | Intel® Developer Zone

Using SPIR for fun and profit with Intel® OpenCL™ Code Builder | Intel® Developer Zone | opencl, opengl, webcl, webgl | Scoop.it
Introduction What is SPIR? How is SPIR binary different from Intermediate Binary? How to produce SPIR binary with an Intel command line compiler?
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Learn GPU Computing with Hands-On Labs at GTC 2015

Learn GPU Computing with Hands-On Labs at GTC 2015 | opencl, opengl, webcl, webgl | Scoop.it
Every year NVIDIA’s GPU Technology Conference (GTC) gets bigger and better. One of the aims of GTC is to give developers, scientists, and practitioners opportunities to learn with hands-on labs how...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Investigation of the OpenCL SYCL Programming Model

Investigation of the OpenCL SYCL Programming Model | opencl, opengl, webcl, webgl | Scoop.it
OpenCL SYCL is a new heterogeneous and parallel programming framework created by the Khronos Group that tries to bring OpenCL programming into C++. In particular, it enables C++ developers to creat...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Document Image Binarization Using Image Segmentation Algorithm in Parallel Environment

Document Image Binarization Using Image Segmentation Algorithm in Parallel Environment | opencl, opengl, webcl, webgl | Scoop.it
The Segmentation of text from poorly degraded document images is a very hard due to the high intravariation between the document background and the foreground text of different document images. The...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Provisional OpenCL 2.1 Enables Kernels Written Using a Subset of C++14 and Uses SPIR-V - TechEnablement

Provisional OpenCL 2.1 Enables Kernels Written Using a Subset of C++14 and Uses SPIR-V - TechEnablement | opencl, opengl, webcl, webgl | Scoop.it
The OpenCL 2.1 C++ kernel language is a static subset of C++14 that provides lambda functions, classes, templates, operator overloading, and many other C++ features.
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Face Detection on CUDA

Face Detection on CUDA | opencl, opengl, webcl, webgl | Scoop.it
Face Detection finds an application in various fields in today's world. However CPU single thread implementation of face detection consumes lot of time, and despite various optimization techniques,...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

MILJS: Brand New JavaScript Libraries for Matrix Calculation and Machine Learning

MILJS: Brand New JavaScript Libraries for Matrix Calculation and Machine Learning | opencl, opengl, webcl, webgl | Scoop.it
MILJS is a collection of state-of-the-art, platform-independent, scalable, fast JavaScript libraries for matrix calculation and machine learning. Our core library offering a matrix calculation is c...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Runtime Compilation of Array-Oriented Python Programs

Runtime Compilation of Array-Oriented Python Programs | opencl, opengl, webcl, webgl | Scoop.it
The Python programming language has become a popular platform for data analysis and scientific computing. To mitigate the poor performance of Python's standard interpreter, numerically intensive co...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Iris Matching Algorithm on Many-Core Platforms

Iris Matching Algorithm on Many-Core Platforms | opencl, opengl, webcl, webgl | Scoop.it
Biometrics matching has been widely adopted as a secure way for identification and verification purpose. However, the computation demand associated with running this algorithm on a big data set pos...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

A Comparison of Heterogeneous and Manycore Programming Models

A Comparison of Heterogeneous and Manycore Programming Models | opencl, opengl, webcl, webgl | Scoop.it
The high performance computing (HPC) community is heading toward the era of exascale machines, expected to exhibit an unprecedented level of complexity and
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning

Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning | opencl, opengl, webcl, webgl | Scoop.it
Speech recognition is an established technology, but it tends to fail when we need it the most, such as in noisy or crowded environments, or when the speaker is far away from the microphone. At Bai...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

A Virtual Machine Model for Accelerating Relational Database Joins using a General Purpose GPU

A Virtual Machine Model for Accelerating Relational Database Joins using a General Purpose GPU | opencl, opengl, webcl, webgl | Scoop.it
We demonstrate a speedup for database joins using a general purpose graphics processing unit (GPGPU). The technique is novel in that it operates on an SQL virtual machine model developed using CUDA...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Very Fast Non-Dominated Sorting

Very Fast Non-Dominated Sorting | opencl, opengl, webcl, webgl | Scoop.it
A new and very efficient parallel algorithm for the Fast Non-dominated Sorting of Pareto fronts is proposed. By decreasing its computational complexity, the application of the proposed method allow...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Altera Newsroom | Altera FPGAs Achieve Compelling Performance-per-Watt in Cloud Data Center Acceleration Using CNN Algorithms

Altera Newsroom | Altera FPGAs Achieve Compelling Performance-per-Watt in Cloud Data Center Acceleration Using CNN Algorithms | opencl, opengl, webcl, webgl | Scoop.it
Altera Corporation, The Programmable Solutions Company, was founded in 1983 and is a leading supplier of programmable logic devices and associated logic development software tools.
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Asynchronous OpenCL/MPI numerical simulations of conservation laws

Asynchronous OpenCL/MPI numerical simulations of conservation laws | opencl, opengl, webcl, webgl | Scoop.it
Hyperbolic conservation laws are important mathematical models for describing many phenomena in physics or engineering. The Finite Volume (FV) method and the Discontinuous Galerkin (DG) methods are...
more...
No comment yet.
Scooped by Mikael Bourges-Sevenier
Scoop.it!

Characterising Bipartite Graph Matching Algorithms on GPUs

Characterising Bipartite Graph Matching Algorithms on GPUs | opencl, opengl, webcl, webgl | Scoop.it
Two well-known bipartite graph matching algorithms, the Gale-Shapley algorithm and the Hungarian (Kuhn-Munkres) algorithm, has been ported to run on General-Purpose Graphics Processing Units (GPGPU...
more...
No comment yet.