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Learning Random Forests on the GPU

Learning Random Forests on the GPU | opencl, opengl, webcl, webgl | Scoop.it
Random Forests are a popular and powerful machine learning technique, with several fast multi-core CPU implementations. Since many other machine learning methods have seen impressive speedups from ...
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Programming GPUs with C++14 and Just-In-Time Compilation

Programming GPUs with C++14 and Just-In-Time Compilation | opencl, opengl, webcl, webgl | Scoop.it
Programming GPUs with C++14 and Just-In-Time Compilation | Michael Haidl, Bastian Hagedorn, Sergei Gorlatch | Compilers, Computer science, CUDA, Intel Xeon Phi, LLVM, nVidia, OpenCL, PTX, Tesla K20
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Writing a performance-portable matrix multiplication

Writing a performance-portable matrix multiplication | opencl, opengl, webcl, webgl | Scoop.it
Writing a performance-portable matrix multiplication | Jorge F. Fabeiro, Diego Andrade, Basilio B.
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Atomic operations for floats in OpenCL – improved

Atomic operations for floats in OpenCL – improved | opencl, opengl, webcl, webgl | Scoop.it
Print PDF Looking around in our code and on our intranet, I found lots of great and unique solutions to get the most performance out. Ofcourse we cannot share all of those, but there are some code-snippets that just have to get out.
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High performance high-order numerical methods: applications in ocean modeling

High performance high-order numerical methods: applications in ocean modeling | opencl, opengl, webcl, webgl | Scoop.it
High performance high-order numerical methods: applications in ocean modeling | Rajesh Gandham | ATI, ATI Radeon HD 7970, cfd, Computer science, CUDA, Fluid dynamics, Numerical simulation, nVidia, nVidia GeForce GTX Titan, OCCA, OpenCL, OpenMP, real...
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Integrating GPGPU computations with CPU coroutines in C++

Integrating GPGPU computations with CPU coroutines in C++ | opencl, opengl, webcl, webgl | Scoop.it
Integrating GPGPU computations with CPU coroutines in C++ | Pavel A.
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Video: Altera’s Stratix 10 - 14nm FPGA Targeting 1GHz Performance - insideHPC

Video: Altera’s Stratix 10 - 14nm FPGA Targeting 1GHz Performance - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
altera2In this video from the 2015 Hot Chips Conference, Mike Hutton from Altera presents: Stratix 10 Altera’s 14nm FPGA Targeting 1GHz Performance.
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FPGA Based Implementation of Deep Neural Networks Using On-chip Memory Only

FPGA Based Implementation of Deep Neural Networks Using On-chip Memory Only | opencl, opengl, webcl, webgl | Scoop.it
FPGA Based Implementation of Deep Neural Networks Using On-chip Memory Only | Jinhwan Park, Wonyong Sung | Computer science, Deep learning, FPGA, Machine learning, Neural networks, nVidia, nVidia GeForce GTX Titan Black...
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PRISM-PSY: Precise GPU-Accelerated Parameter Synthesis for Stochastic Systems

PRISM-PSY: Precise GPU-Accelerated Parameter Synthesis for Stochastic Systems | opencl, opengl, webcl, webgl | Scoop.it
PRISM-PSY: Precise GPU-Accelerated Parameter Synthesis for Stochastic Systems | Milan Ceska, Petr Pilar, Nicola Paoletti, Lubos Brim, Marta Kwiatkowska | Algorithms, Computer science, nVidia, nVidia GeForce GTX 480, OpenCL, Probabilistic model checking...
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Coarse Grained Parallelism - insideHPC

Coarse Grained Parallelism - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
"MPI is generally a coarse-grained, as the parallelism where MPI is used would be higher up in the algorithm.
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Extracting Flow Features Using Bag-of-Features and Supervised Learning Techniques

Extracting Flow Features Using Bag-of-Features and Supervised Learning Techniques | opencl, opengl, webcl, webgl | Scoop.it
Extracting Flow Features Using Bag-of-Features and Supervised Learning Techniques | Yifei Li | Algorithms, Clustering, Computer science, Computer vision, CUDA, Machine learning, nVidia, nVidia GeForce GTX 580, OpenMP, Package, Thesis, Visualization...
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Russian Super-Computing Users Get Tired Of Catalyst, Start Looking At Open-Source AMD - Phoronix

Russian Super-Computing Users Get Tired Of Catalyst, Start Looking At Open-Source AMD - Phoronix | opencl, opengl, webcl, webgl | Scoop.it
Phoronix is the leading technology website for Linux hardware reviews, open-source news, Linux benchmarks, open-source benchmarks, and computer hardware tests.
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A power-aware symbiotic scheduling algorithm for concurrent GPU kernels

A power-aware symbiotic scheduling algorithm for concurrent GPU kernels | opencl, opengl, webcl, webgl | Scoop.it
A power-aware symbiotic scheduling algorithm for concurrent GPU kernels | Teng Li, Vikram K.
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NVIDIA video shows how machine-learning is redefining visual search - TechEnablement

NVIDIA video shows how machine-learning is redefining visual search - TechEnablement | opencl, opengl, webcl, webgl | Scoop.it
An NVIDIA video by Nervve shows how machine-learning is redefining visual search. The video can be viewed by clicking here.
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Performance Portable GPU Code Generation for Matrix Multiplication

Performance Portable GPU Code Generation for Matrix Multiplication | opencl, opengl, webcl, webgl | Scoop.it
Performance Portable GPU Code Generation for Matrix Multiplication | Toomas Remmelg, Thibaut Lutz, Michel Steuwer, Christophe Dubach | ATI, ATI Radeon HD 7970, Code generation, Compilers, Computer science, Matrix multiplication, nVidia, nVidia GeForce...
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MultiLevel Parallelism with Intel Xeon Phi - insideHPC

MultiLevel Parallelism with Intel Xeon Phi - insideHPC | opencl, opengl, webcl, webgl | Scoop.it
"The combination of using both MPI and OpenMP is a topic that has been explored by many developers in order to determine the most optimum solution.
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Google Releases ION OpenGL Open-Source Library - Phoronix

Google Releases ION OpenGL Open-Source Library - Phoronix | opencl, opengl, webcl, webgl | Scoop.it
Phoronix is the leading technology website for Linux hardware reviews, open-source news, Linux benchmarks, open-source benchmarks, and computer hardware tests.
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Workload distribution and balancing in FPGAs and CPUs with OpenCL and TBB

Workload distribution and balancing in FPGAs and CPUs with OpenCL and TBB | opencl, opengl, webcl, webgl | Scoop.it
Workload distribution and balancing in FPGAs and CPUs with OpenCL and TBB | Rafael Asenjo, Angeles Navarro, Andres Rodriguez, Jose Nunez-Yanez | Computer science, FPGA, Heterogeneous systems, nVidia, nVidia Quadro K600, OpenCL...
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Portable Programming Models for Heterogeneous Platforms

Portable Programming Models for Heterogeneous Platforms | opencl, opengl, webcl, webgl | Scoop.it
Portable Programming Models for Heterogeneous Platforms | Deepak Majeti | ATI, ATI Radeon HD 5970, ATI Radeon HD 7660, Computer science, Heterogeneous systems, nVidia, OpenCL, Package, Tesla M2050, Thesis...
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EIE: Efficient Inference Engine on Compressed Deep Neural Network

EIE: Efficient Inference Engine on Compressed Deep Neural Network | opencl, opengl, webcl, webgl | Scoop.it
EIE: Efficient Inference Engine on Compressed Deep Neural Network | Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Ardavan Pedram, Mark A. Horowitz, William J.
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Asynchronous Methods for Deep Reinforcement Learning

Asynchronous Methods for Deep Reinforcement Learning | opencl, opengl, webcl, webgl | Scoop.it
Asynchronous Methods for Deep Reinforcement Learning | Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza, Alex Graves, Timothy P.
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A Performance Analysis Framework for Optimizing OpenCL Applications on FPGAs

A Performance Analysis Framework for Optimizing OpenCL Applications on FPGAs | opencl, opengl, webcl, webgl | Scoop.it
A Performance Analysis Framework for Optimizing OpenCL Applications on FPGAs | Zeke Wang, Bingsheng He, Wei Zhang, Shunning Jiang | Computer science, FPGA, OpenCL, Performance
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OpenCL Programmers - Help GIMP get OpenCL Hardware Acceleration - TechEnablement

OpenCL Programmers - Help GIMP get OpenCL Hardware Acceleration - TechEnablement | opencl, opengl, webcl, webgl | Scoop.it
StreamComputing launched an educational initiative this week that aims to get more developers to study and use OpenCL in their projects. Within this project, up to 20 collaborators will port as many GEGL operations to OpenCL as possible.
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Fast, Realistic Terrain Synthesis

Fast, Realistic Terrain Synthesis | opencl, opengl, webcl, webgl | Scoop.it
Fast, Realistic Terrain Synthesis | Justin Crause | 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce GTX 660 Ti, Thesis
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Accelerating Color Management With OpenCL On Intel Hardware - Phoronix

Accelerating Color Management With OpenCL On Intel Hardware - Phoronix | opencl, opengl, webcl, webgl | Scoop.it
Phoronix is the leading technology website for Linux hardware reviews, open-source news, Linux benchmarks, open-source benchmarks, and computer hardware tests.
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Intel Open-Source Developer Talks About Vulkan - Phoronix

Intel Open-Source Developer Talks About Vulkan - Phoronix | opencl, opengl, webcl, webgl | Scoop.it
Phoronix is the leading technology website for Linux hardware reviews, open-source news, Linux benchmarks, open-source benchmarks, and computer hardware tests.
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