opencl, opengl, webcl, webgl
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Scooped by Mikael Bourges-Sevenier
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One weird trick for parallelizing convolutional neural networks

One weird trick for parallelizing convolutional neural networks | opencl, opengl, webcl, webgl | Scoop.it
I present a new way to parallelize the training of convolutional neural networks across multiple GPUs. The method scales significantly better than all alternatives when applied to modern convolutio...
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On the Parallelization of Integer Polynomial Multiplication

On the Parallelization of Integer Polynomial Multiplication | opencl, opengl, webcl, webgl | Scoop.it
With the advent of hardware accelerator technologies, multi-core processors and GPUs, much effort for taking advantage of those architectures by designing parallel algorithms has been made. To achi...
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ARM Mali Graphics: Get started with compute sha... | ARM Connected Community

ARM Mali Graphics: Get started with compute sha... | ARM Connected Community | opencl, opengl, webcl, webgl | Scoop.it
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Parallel In-Memory Distance Threshold Queries on Trajectory Databases

Parallel In-Memory Distance Threshold Queries on Trajectory Databases | opencl, opengl, webcl, webgl | Scoop.it
Spatiotemporal databases are utilized in many applications to store the trajectories of moving objects. In this context, we focus on in-memory distance threshold queries that return all trajectorie...
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Toward optimised skeletons for heterogeneous parallel architecture with performance cost model

Toward optimised skeletons for heterogeneous parallel architecture with performance cost model | opencl, opengl, webcl, webgl | Scoop.it
High performance architectures are increasingly heterogeneous with shared and distributed memory components, and accelerators like GPUs. Programming such architectures is complicated and performanc...
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GACO: A GPU-based High Performance Parallel Multi-ant Colony Optimization Algorithm

GACO: A GPU-based High Performance Parallel Multi-ant Colony Optimization Algorithm | opencl, opengl, webcl, webgl | Scoop.it
As a population-based algorithm, Ant Colony Optimization (ACO) is intrinsically massively parallel, and therefore it is expected to be well-suited for implementation on GPUs (Graphics Processing Un...
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Content Based Image Retrieval with Graphical Processing Unit

Content Based Image Retrieval with Graphical Processing Unit | opencl, opengl, webcl, webgl | Scoop.it
CBIR is the method of searching the digital images from an image database. "Content-based" means that the search analyzes the contents of the image rather than the metadata such as colour...
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Georgia Tech Becomes Latest Intel Parallel Computing Center - insideHPC

Georgia Tech Becomes Latest Intel Parallel Computing Center - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
Intel has selected Georgia Tech as the site of one of its newest Parallel Computing Centers.
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On optimization techniques for the matrix multiplication on hybrid CPU+GPU platforms

On optimization techniques for the matrix multiplication on hybrid CPU+GPU platforms | opencl, opengl, webcl, webgl | Scoop.it
The use of auto-tuning techniques in a matrix multiplication routine for hybrid CPU+GPU platforms is analyzed. Basic models of the execution time of the hybrid routine and information obtained duri...
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[Phoronix] NVIDIA Officially Releases CUDA 6

[Phoronix] NVIDIA Officially Releases CUDA 6 | opencl, opengl, webcl, webgl | Scoop.it
Phoronix is the leading technology website for Linux hardware reviews, open-source news, Linux benchmarks, open-source benchmarks, distribution screenshots, interviews, and computer hardware tests.
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Scheduling Dataflow Execution Across Multiple Accelerators

Dataflow execution engines such as MapReduce, DryadLINQ and PTask have enjoyed success because they simplify development for a class of important parallel applications. Expressing the computation a...
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Integrating multi-threading and accelerators into DUNE-ISTL

Integrating multi-threading and accelerators into DUNE-ISTL | opencl, opengl, webcl, webgl | Scoop.it
A major challenge in PDE software is the balance between user-level flexibility and performance on heterogeneous hardware. We discuss our ideas on how this challenge can be tackled, exemplarily for...
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Parallel Computational Intelligence-Based Multi-Camera Surveillance System

Parallel Computational Intelligence-Based Multi-Camera Surveillance System | opencl, opengl, webcl, webgl | Scoop.it
In this work, we present a multi-camera surveillance system based on the use of self-organizing neural networks to represent events on video. The system processes several tasks in parallel using GP...
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Blend4Web - Home

Blend4Web - Home | opencl, opengl, webcl, webgl | Scoop.it
Blend4Web is a software framework for authoring and interactive rendering of 3D graphics and audio in browsers.
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GPU Encrypt: AES Encryption on Mobile Devices

GPU Encrypt: AES Encryption on Mobile Devices | opencl, opengl, webcl, webgl | Scoop.it
In this report, we have taken the first steps in investigating the feasibility of using the GPU as a cryptographic accelerator for the AES algorithm on mobile devices. In particular, our focus was ...
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A GPU-Based Enhanced Genetic Algorithm for Power-Aware Task Scheduling Problem in HPC Cloud

A GPU-Based Enhanced Genetic Algorithm for Power-Aware Task Scheduling Problem in HPC Cloud | opencl, opengl, webcl, webgl | Scoop.it
In this paper, we consider power-aware task scheduling (PATS) in HPC clouds. Users request virtual machines (VMs) to execute their tasks. Each task is executed on one single VM, and requires a fixe...
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[Phoronix] AMD OpenCL Performance With AM1 Kabini APUs

Phoronix is the leading technology website for Linux hardware reviews, open-source news, Linux benchmarks, open-source benchmarks, distribution screenshots, interviews, and computer hardware tests.
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Feasibility Analysis of Bilateral Filtering by General Purpose Graphical Processing Unit Computing

Feasibility Analysis of Bilateral Filtering by General Purpose Graphical Processing Unit Computing | opencl, opengl, webcl, webgl | Scoop.it
Digital Image Processing is an evergreen area of research in the signal processing domain. Denoising of digital images is one of the most fundamental operations that is performed in the pre-process...
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Dynamic Instrumentation and Optimization for GPU Applications

Dynamic Instrumentation and Optimization for GPU Applications | opencl, opengl, webcl, webgl | Scoop.it
Parallel architectures like GPUs are a tantalizing compute fabric for performance-hungry developers. While GPUs enable order-of-magnitude performance increases in many data-parallel application dom...
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Performance-aware component composition for GPU-based systems

Performance-aware component composition for GPU-based systems | opencl, opengl, webcl, webgl | Scoop.it
This thesis addresses issues associated with efficiently programming modern heterogeneous GPU-based systems, containing multicore CPUs and one or more programmable Graphics Processing Units (GPUs)....
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An Approach to Efficient FEM Simulations on Graphics Processing Units Using CUDA

The paper presents a highly efficient way of simulating the dynamic behavior of deformable objects by means of the finite element method (FEM) with computations performed on Graphics Processing Uni...
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