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pro vyhledávání: '"Langhammer, Martin"'
eGPU, a recently-reported soft GPGPU for FPGAs, has demonstrated very high clock frequencies (more than 750 MHz) and small footprint. This means that for the first time, commercial soft processors may be competitive for the kind of heavy numerical co
Externí odkaz:
http://arxiv.org/abs/2406.03227
Current soft processor architectures for FPGAs do not utilize the potential of the massive parallelism available. FPGAs now support many thousands of embedded floating point operators, and have similar computational densities to GPGPUs. Several soft
Externí odkaz:
http://arxiv.org/abs/2401.04261
Autor:
Rouhani, Bita Darvish, Zhao, Ritchie, More, Ankit, Hall, Mathew, Khodamoradi, Alireza, Deng, Summer, Choudhary, Dhruv, Cornea, Marius, Dellinger, Eric, Denolf, Kristof, Dusan, Stosic, Elango, Venmugil, Golub, Maximilian, Heinecke, Alexander, James-Roxby, Phil, Jani, Dharmesh, Kolhe, Gaurav, Langhammer, Martin, Li, Ada, Melnick, Levi, Mesmakhosroshahi, Maral, Rodriguez, Andres, Schulte, Michael, Shafipour, Rasoul, Shao, Lei, Siu, Michael, Dubey, Pradeep, Micikevicius, Paulius, Naumov, Maxim, Verrilli, Colin, Wittig, Ralph, Burger, Doug, Chung, Eric
Narrow bit-width data formats are key to reducing the computational and storage costs of modern deep learning applications. This paper evaluates Microscaling (MX) data formats that combine a per-block scaling factor with narrow floating-point and int
Externí odkaz:
http://arxiv.org/abs/2310.10537
This paper introduces the eGPU, a SIMT soft processor designed for FPGAs. Soft processors typically achieve modest operating frequencies, a fraction of the headline performance claimed by modern FPGA families, and obtain correspondingly modest perfor
Externí odkaz:
http://arxiv.org/abs/2307.08378
Autor:
Srinivasan, Sudarshan, Janedula, Pradeep, Dhoble, Saurabh, Avancha, Sasikanth, Das, Dipankar, Mellempudi, Naveen, Daga, Bharat, Langhammer, Martin, Baeckler, Gregg, Kaul, Bharat
Low-precision is the first order knob for achieving higher Artificial Intelligence Operations (AI-TOPS). However the algorithmic space for sub-8-bit precision compute is diverse, with disruptive changes happening frequently, making FPGAs a natural ch
Externí odkaz:
http://arxiv.org/abs/1908.11809
Autor:
Langhammer, Martin
In this thesis we study the expected height and some other qualities of the binary serach trees. We make the inquiry about the expected height by skewed trees and by the two probably best-known and most widely used variations of the balanced trees, i
Externí odkaz:
http://www.nusl.cz/ntk/nusl-298423
In order for FPGAs to be successful outside traditional markets, tools which enable software programmers to achieve high levels of system performance while abstracting away the FPGA-specific details are needed. DSPB Builder Advanced (DSPBA) is one su
Externí odkaz:
http://arxiv.org/abs/1408.4797
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