Results 151 to 160 of about 15,151 (210)
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Proceedings of the Principles and Practices of Programming on The Java Platform, 2015
Recently there has been increasing interest in supporting execution of Java Virtual Machine (JVM) applications on accelerator architectures, such as GPUs. Unfortunately, there is a large gap between the features of the JVM and those commonly supported by accelerators. Examples of important JVM features include exceptions, dynamic memory allocation, use
Max Grossman, Shams Imam, Vivek Sarkar
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Recently there has been increasing interest in supporting execution of Java Virtual Machine (JVM) applications on accelerator architectures, such as GPUs. Unfortunately, there is a large gap between the features of the JVM and those commonly supported by accelerators. Examples of important JVM features include exceptions, dynamic memory allocation, use
Max Grossman, Shams Imam, Vivek Sarkar
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Proceedings of the 4th International Workshop on OpenCL, 2016
Deep neural networks (DNN) achieved significant breakthrough in vision recognition in 2012 and quickly became the leading machine learning algorithm in Big Data based large scale object recognition applications. The successful deployment of DNN based applications pose challenges for a cross platform software framework that enable multiple user ...
Junli Gu +3 more
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Deep neural networks (DNN) achieved significant breakthrough in vision recognition in 2012 and quickly became the leading machine learning algorithm in Big Data based large scale object recognition applications. The successful deployment of DNN based applications pose challenges for a cross platform software framework that enable multiple user ...
Junli Gu +3 more
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Proceedings of the International Workshop on OpenCL, 2019
Digital audio synthesis has become an important component of modern music production with techniques that can produce realistic simulations of real instruments. Physical modelling sound synthesis is a category of audio synthesis that uses mathematical models to emulate the physical phenomena of acoustic musical instruments including drum membranes, air
Harri Renney +2 more
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Digital audio synthesis has become an important component of modern music production with techniques that can produce realistic simulations of real instruments. Physical modelling sound synthesis is a category of audio synthesis that uses mathematical models to emulate the physical phenomena of acoustic musical instruments including drum membranes, air
Harri Renney +2 more
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Proceedings of the 27th international ACM conference on International conference on supercomputing, 2013
GPGPU can boost the performance significantly for many compute intensive tasks. However, in datacenter scenarios, not all the applications need GPGPU. Thus, it is not necessary to equip GPGPU in each node considering its high price and infrequent usage demands.
Cong Wang, Tao Jiang, Rui Hou
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GPGPU can boost the performance significantly for many compute intensive tasks. However, in datacenter scenarios, not all the applications need GPGPU. Thus, it is not necessary to equip GPGPU in each node considering its high price and infrequent usage demands.
Cong Wang, Tao Jiang, Rui Hou
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Hybrid OpenCL: Connecting Different OpenCL Implementations over Network
2010 10th IEEE International Conference on Computer and Information Technology, 2010We are developing Hybrid OpenCL, which enables the connection between different OpenCL implementations over the network. Hybrid OpenCL consists of two elements, a runtime system that provides the abstraction of different OpenCL implementations and a bridge program that connects multiple OpenCL runtime systems over the network. Hybrid OpenCL enables the
Ryo Aoki +3 more
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Proceedings of the 6th Workshop on General Purpose Processor Using Graphics Processing Units, 2013
With the success of programming models such as Khronos' OpenCL, heterogeneous computing is going mainstream. However, these models are low-level, even when considering them as systems programming models. For example, OpenCL is effectively an extended subset of C99, limited to the type unsafe procedural abstraction that C has provided for more than 30 ...
Benedict R. Gaster, Lee Howes
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With the success of programming models such as Khronos' OpenCL, heterogeneous computing is going mainstream. However, these models are low-level, even when considering them as systems programming models. For example, OpenCL is effectively an extended subset of C99, limited to the type unsafe procedural abstraction that C has provided for more than 30 ...
Benedict R. Gaster, Lee Howes
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OpenCL-Darknet: An OpenCL Implementation for Object Detection
2018 IEEE International Conference on Big Data and Smart Computing (BigComp), 2018Object detection is a technology that deals with recognizing classes of objects and their location. It is used in many different areas, such as in face-detecting digital cameras, surveillance tools, or self-driving cars. These days, deep learning-based object detection approaches have achieved significantly better performance than the classic feature ...
Yongbon Koo, Chayoung You, SungHoon Kim
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OpenCL Remote: Extending OpenCL Platform Model to Network Scale
2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems, 2012This paper presents OpenCL Remote framework that extends the native OpenCL platform model to network scale and utilizes the native OpenCL's support of heterogeneous computing. OpenCL Remote boosts performance by distributing computation over network to many compute devices in parallel.
Ridvan Ozaydin, D. Turgay Altilar
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2011 Second International Conference on Networking and Computing, 2011
The recent advancement in GPU technology has attracted researchers who need intensive computing to the GPU-based computing (GPGPU) field because of its high and inexpensive performance. However, GPGPU programming platforms are traditionally vendor- or hardware-specific, which complicate the access to the computer power of heterogeneous processors from ...
Pablo Lamilla Alvarez, Shinichi Yamagiwa
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The recent advancement in GPU technology has attracted researchers who need intensive computing to the GPU-based computing (GPGPU) field because of its high and inexpensive performance. However, GPGPU programming platforms are traditionally vendor- or hardware-specific, which complicate the access to the computer power of heterogeneous processors from ...
Pablo Lamilla Alvarez, Shinichi Yamagiwa
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Proceedings of the 3rd International Workshop on OpenCL - IWOCL '15, 2015
This workshop and tutorial will allow developers to learn underlying architecture relevant to running OpenCL applications on Intel ®Processor Graphics and use Intel tools such as Intel ®OpenCL ™Code Builder and Intel ®VTune ™Amplifier to create, develop and analyze OpenCL applications for Intel ®Processor Graphics.
Anita Banerjee +6 more
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This workshop and tutorial will allow developers to learn underlying architecture relevant to running OpenCL applications on Intel ®Processor Graphics and use Intel tools such as Intel ®OpenCL ™Code Builder and Intel ®VTune ™Amplifier to create, develop and analyze OpenCL applications for Intel ®Processor Graphics.
Anita Banerjee +6 more
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