Zobrazeno 1 - 10
of 50
pro vyhledávání: '"Bik, Aart"'
Autor:
Lee, Joo Hyung, Park, Wonpyo, Mitchell, Nicole, Pilault, Jonathan, Obando-Ceron, Johan, Kim, Han-Byul, Lee, Namhoon, Frantar, Elias, Long, Yun, Yazdanbakhsh, Amir, Agrawal, Shivani, Subramanian, Suvinay, Wang, Xin, Kao, Sheng-Chun, Zhang, Xingyao, Gale, Trevor, Bik, Aart, Han, Woohyun, Ferev, Milen, Han, Zhonglin, Kim, Hong-Seok, Dauphin, Yann, Dziugaite, Gintare Karolina, Castro, Pablo Samuel, Evci, Utku
This paper introduces JaxPruner, an open-source JAX-based pruning and sparse training library for machine learning research. JaxPruner aims to accelerate research on sparse neural networks by providing concise implementations of popular pruning and s
Externí odkaz:
http://arxiv.org/abs/2304.14082
Autor:
Bik, Aart J. C., Koanantakool, Penporn, Shpeisman, Tatiana, Vasilache, Nicolas, Zheng, Bixia, Kjolstad, Fredrik
Sparse tensors arise in problems in science, engineering, machine learning, and data analytics. Programs that operate on such tensors can exploit sparsity to reduce storage requirements and computational time. Developing and maintaining sparse softwa
Externí odkaz:
http://arxiv.org/abs/2202.04305
Autor:
Vasilache, Nicolas, Zinenko, Oleksandr, Bik, Aart J. C., Ravishankar, Mahesh, Raoux, Thomas, Belyaev, Alexander, Springer, Matthias, Gysi, Tobias, Caballero, Diego, Herhut, Stephan, Laurenzo, Stella, Cohen, Albert
Despite significant investment in software infrastructure, machine learning systems, runtimes and compilers do not compose properly. We propose a new design aiming at providing unprecedented degrees of modularity, composability and genericity. This p
Externí odkaz:
http://arxiv.org/abs/2202.03293
Autor:
Bik, Aart J. C.
This note explores state space search to find efficient instruction sequences that perform particular data manipulations. Once found, the instruction sequences are hard-wired in the code generator that needs these data manipulations. Since state spac
Externí odkaz:
http://arxiv.org/abs/2107.00564
Autor:
BIK, AART, KOANANTAKOOL, PENPORN, SHPEISMAN, TATIANA, VASILACHE, NICOLAS, BIXIA ZHENG, KJOLSTAD, FREDRIK
Publikováno v:
ACM Transactions on Architecture & Code Optimization; Dec2022, Vol. 19 Issue 4, p1-25, 25p
Autor:
Bik, Aart1 ajcbik@google.com, Kreitzer, David1 david.l.kreitzer@intel.com, Tian, Xinmin1 xinmin.tian@intel.com
Publikováno v:
International Journal of Parallel Programming. Dec2008, Vol. 36 Issue 6, p571-591. 21p. 1 Color Photograph, 5 Charts, 9 Graphs.
Publikováno v:
Intel Technology Journal. Feb2004, Vol. 8 Issue 1, p25-37. 13p.
Publikováno v:
Intel Technology Journal. 2/14/2002, Vol. 6 Issue 1, p1. 11p.
Autor:
Bik, Aart J. C., Wijshoff, Harry A. G.
Publikováno v:
SIAM Journal on Computing. 1999, Vol. 28 Issue 5, p1576. 12p.
Publikováno v:
Scientific Programming. 1999, Vol. 7 Issue 2, p167. 18p.