- 专利标题: Statistical design with importance sampling reuse
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申请号: US15161462申请日: 2016-05-23
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公开(公告)号: US10387235B2公开(公告)日: 2019-08-20
- 发明人: Rajiv V. Joshi , Rouwaida N. Kanj , Sani R. Nassif , Carl J. Radens
- 申请人: International Business Machines Corporation
- 申请人地址: US NY Armonk
- 专利权人: International Buisness Machines Corporation
- 当前专利权人: International Buisness Machines Corporation
- 当前专利权人地址: US NY Armonk
- 代理商 Stephen R. Tkacs; Stephen J. Walder, Jr.; Mercedes L. Hobson
- 主分类号: G06F11/00
- IPC分类号: G06F11/00 ; G06F11/07 ; G06F17/50
摘要:
A mechanism is provided for reusing importance sampling for efficient cell failure rate estimation of process variations and other design considerations. First, the mechanism performs a search across circuit parameters to determine failures with respect to a set of performance variables. For a single failure region, the initial search may be a uniform sampling of the parameter space. Mixture importance sampling (MIS) efficiently may estimate the single failure region. The mechanism then finds a center of gravity for each metric and finds importance samples. Then, for each new origin corresponding to a process variation or other design consideration, the mechanism finds a suitable projection and recomputes new importance sampling (IS) ratios.
公开/授权文献
- US20160266950A1 Statistical Design with Importance Sampling Reuse 公开/授权日:2016-09-15
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