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5. Developments
5.1 Equipment
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NVIDIA Pascal and Volta
New generations of GPUs are seeing the widespread use of HBM (High Bandwidth Memory) stacked on the same substrate, reaching 32 GB and 1 TB/s throughput. This is also the case for FP16 and FP32 mixed-precision floating-point operators. Doubling performance at low 16-bit precision is particularly interesting for many applications in image processing and deep learning using neural networks, for example. AMD is also following this path.
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AMD Radeon 400 GPUs and APUs
A major evolution concerns the integration of CPUs and GPUs on the same chip. After the Fusion range, AMD is now developing its APU (Accelerated Processing Unit) offering, with...
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Developments
Conclusion
Bibliography
(books, articles, symposium proceedings, theses and dissertations, referred to in the text as – and therefore numbered – or not)
Websites
(portals, personal pages, forums, discussion lists)
HARRIS Mark General-Purpose Computation on Graphics Hardware http://gpgpu.org/ (page accessed September 20, 2015). The most important site on the subject with news, forums and tutorials.
NVIDIA Corporation CUDA Zone – The resource for CUDA developers...
Events
(conferences, trade shows, symposia, study days)
Conference and exhibition: The International Conference for High Performance Computing, Networking, Storage, and Analysis (SuperComputing) http://www.sc-conference.org takes place every year, presenting trends and innovations in high-performance computing.
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