Patents Assigned to Gradient Design Automation, Inc.
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Patent number: 8286111Abstract: A thermally aware design automation suite integrates system-level thermal awareness into design of semiconductor chips, performing fine-grain static and/or transient thermal simulations of the chips based on thermal models and boundary conditions. The thermal simulations are performed in accordance with one or more grids, with boundaries and/or resolutions being determined by adaptive and/or hierarchical multi-dimensional techniques. The adaptive grid techniques include material-boundary, rate-of-change, and convergence-information heuristics. For example, a finer grid is used in a region having higher temperature gradients compared to a region having lower temperature gradients. The hierarchical grid techniques are based on critical, intermediate, and boundary regions specified manually or automatically, each region having a respective grid resolution.Type: GrantFiled: June 2, 2008Date of Patent: October 9, 2012Assignee: Gradient Design Automation Inc.Inventors: Rajit Chandra, John Yanjiang Shu, Adi Srinivasan, Paolo Carnevali
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Patent number: 8082137Abstract: A method and apparatus for modeling and thermal analysis of semiconductor chip designs is provided. One embodiment of a novel method for performing thermal testing of a semiconductor chip design includes calculating full-chip temperatures over the semiconductor chip design (e.g., to identify steep thermal gradients) and modeling the full-chip temperatures in accordance with a geometric multi-grid technique. The geometric multi-grid technique is tailored to determine temperatures within the semiconductor chip design based at least in part on the physical attributes or geometry of the design.Type: GrantFiled: June 11, 2008Date of Patent: December 20, 2011Assignee: Gradient Design Automation, Inc.Inventors: Peng Li, Larry Pileggi, Mehdi Asheghi, Rajit Chandra
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Patent number: 8019580Abstract: Transient thermal simulation of semiconductor chips uses region-wise variable spatial grids and variable temporal intervals, enabling spatio-temporal thermal analysis of semiconductor chips. Temperature rates of change across a die and/or package of an integrated circuit are computed and tracked versus time. Critical time interval(s) for temperature evaluation are determined. Temperatures of elements, components, devices, and interconnects are updated based on a 3D full chip temperature analysis. Respective power dissipations are updated, as a function of the temperatures, with an automated interface to one or more circuit simulation tools. Subsequently new temperatures are determined as a function of the power dissipations. User definable control and observation parameters enable flexible and efficient transient thermal analysis. The parameters relate to power sources, monitoring, reporting, error tolerances, and output snapshots.Type: GrantFiled: April 12, 2008Date of Patent: September 13, 2011Assignee: Gradient Design Automation Inc.Inventors: Rajit Chandra, Paolo Carnevali, John Yanjiang Shu, Adi Srinivasan
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Patent number: 7823102Abstract: In a first variation, a thermally aware design automation suite integrates system-level thermal awareness into design of semiconductor chips, performing fine-grain thermal simulations of the chips based on thermal models and boundary conditions. The suite uses results of the simulations to modify thermally significant structures to achieve desired thermal variations across a chip, meet design assertions on selected portions of the chip, and verify overall performance and reliability of the chip over designated operating ranges and manufacturing variations. In a second variation, a discretization approach models chip temperature distributions using heuristics to adaptively grid space in three dimensions. Adaptive and locally variable grid spacing techniques are used to efficiently and accurately converge for steady state and/or transient temperature solutions.Type: GrantFiled: June 16, 2008Date of Patent: October 26, 2010Assignee: Gradient Design Automation Inc.Inventors: Rajit Chandra, Adi Srinivasan, Nanda Gopal
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Patent number: 7590958Abstract: A method and apparatus for retrofitting semiconductor chip performance analysis tools with full-chip thermal analysis capabilities is provided. One embodiment of a novel method for performing performance analysis of a semiconductor chip design includes receiving at least one input calculated in accordance with an actual (e.g., purposefully calculated rather than assumed or estimated) temperature of a semiconductor device and/or an interconnects in the semiconductor ship design. This input is then used to assess at least one temperature-dependent performance parameter of the semiconductor chip design.Type: GrantFiled: February 28, 2007Date of Patent: September 15, 2009Assignee: Gradient Design Automation, Inc.Inventor: Rajit Chandra
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Patent number: 7587692Abstract: A method and apparatus for full-chip thermal analysis of semiconductor chip designs is provided. One embodiment of a novel method for performing thermal analysis of a semiconductor chip design comprises receiving at least one input relating to a semiconductor chip design to be analyzed. The input is then processed to produce a three-dimensional thermal model of the semiconductor chip design. In another embodiment, thermal analysis of the semiconductor chip design is performed by calculating power dissipated by transistors and interconnects included in the semiconductor chip design and distributing power dissipated by the interconnects.Type: GrantFiled: January 29, 2007Date of Patent: September 8, 2009Assignee: Gradient Design Automation, Inc.Inventor: Rajit Chandra
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Patent number: 7472363Abstract: A thermally aware design automation suite integrates system-level thermal awareness into the design of semiconductor chips. A thermal analysis engine performs fine-grain thermal simulations of the semiconductor chip based on thermal models and boundary conditions for all thermally significant structures in the chip and the adjacent system that impact the temperature of the semiconductor chip. The thermally aware design automation suite uses the simulations of the thermal analysis engine to repair or otherwise modify the thermally significant structures to equalize temperature variations across the chip, impose specified design assertions on selected portions of the chip, and verify overall chip performance and reliability over designated operating ranges and manufacturing variations. The thermally significant structures are introduced or modified via one or more of: change in number, change in location, and change in material properties.Type: GrantFiled: December 23, 2005Date of Patent: December 30, 2008Assignee: Gradient Design Automation Inc.Inventor: Rajit Chandra
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Patent number: 7458052Abstract: A method and apparatus for normalizing thermal gradients over semiconductor chip designs is provided. One embodiment of a novel method for normalizing an expected thermal gradient includes determining a location of the thermal gradient in the semiconductor chip design and inserting at least one supplemental heat source into the semiconductor chip design such that the thermal gradient is normalized by heat dissipated by the supplemental heat source.Type: GrantFiled: August 29, 2005Date of Patent: November 25, 2008Assignee: Gradient Design Automation, Inc.Inventors: Rajit Chandra, Daniel I. Rubin
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Patent number: 7401304Abstract: A method and apparatus for modeling and thermal analysis of semiconductor chip designs is provided. One embodiment of a novel method for performing thermal testing of a semiconductor chip design includes calculating full-chip temperatures over the semiconductor chip design (e.g., to identify steep thermal gradients) and modeling the full-chip temperatures in accordance with a geometric multi-grid technique. The geometric multi-grid technique is tailored to determine temperatures within the semiconductor chip design based at least in part on the physical attributes or geometry of the design.Type: GrantFiled: July 13, 2005Date of Patent: July 15, 2008Assignee: Gradient Design Automation Inc.Inventors: Peng Li, Larry Pileggi, Mehdi Asheghi, Rajit Chandra
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Patent number: 7383520Abstract: A method and apparatus for optimizing cooling system performance using full-chip thermal analysis of semiconductor chip designs is provided. One embodiment of a novel method for optimizing the cooling of an electronic system incorporating at least one semiconductor chip includes receiving full-chip temperature data for the semiconductor chip(s) and configuring the cooling system for dissipating heat from the electronic system in accordance with the full-chip temperature data.Type: GrantFiled: August 5, 2005Date of Patent: June 3, 2008Assignee: Gradient Design Automation Inc.Inventor: Rajit Chandra
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Patent number: 7353471Abstract: A method and apparatus for using full-chip thermal analysis of semiconductor chip designs to compute thermal conductivity is disclosed. One embodiment of a novel method for analyzing the conductivity of a semiconductor chip design that comprises a plurality of physical layers includes defining at least one thermal layer within the plurality of physical layers, where the thermal layer(s) represents a variance in thermal conductivity relative to a remainder of the semiconductor chip design, and computing a thermal conductivity of the thermal layer(s). As the thermal layer(s) represents variances in thermal conductivity over the semiconductor chip design, the thermal layer(s) does not necessarily correspond one-to-one to the physical layers of the semiconductor chip design. Thus, the thermal conductivities within the semiconductor chip design can be computed from the thermal layers.Type: GrantFiled: August 5, 2005Date of Patent: April 1, 2008Assignee: Gradient Design Automation Inc.Inventors: Rajit Chandra, Adi Srinivasan
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Patent number: 7203920Abstract: A method and apparatus for retrofitting semiconductor chip performance analysis tools with full-chip thermal analysis capabilities is provided. One embodiment of a novel method for performing performance analysis of a semiconductor chip design includes receiving at least one input calculated in accordance with an actual (e.g., purposefully calculated rather than assumed or estimated) temperature of a semiconductor device and/or an interconnects in the semiconductor ship design. This input is then used to assess at least one temperature-dependent performance parameter of the semiconductor chip design.Type: GrantFiled: January 20, 2005Date of Patent: April 10, 2007Assignee: Gradient Design Automation Inc.Inventor: Rajit Chandra
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Patent number: 7194711Abstract: A method and apparatus for full-chip thermal analysis of semiconductor chip designs is provided. One embodiment of a novel method for performing thermal analysis of a semiconductor chip design comprises receiving at least one input relating to a semiconductor chip design to be analyzed. The input is then processed to produce a three-dimensional thermal model of the semiconductor chip design. In another embodiment, thermal analysis of the semiconductor chip design is performed by calculating power dissipated by transistors and interconnects included in the semiconductor chip design and distributing power dissipated by the interconnects.Type: GrantFiled: November 3, 2004Date of Patent: March 20, 2007Assignee: Gradient Design Automation Inc.Inventor: Rajit Chandra
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Patent number: 7191413Abstract: A method and apparatus for thermal testing of semiconductor chip designs is provided. One embodiment of a novel method for performing thermal testing of a semiconductor chip design includes calculating full-chip temperatures over the semiconductor chip design (e.g., to identify steep thermal gradients) and positioning temperature sensors within a corresponding semiconductor chip in accordance with the calculated full-chip temperatures (e.g., in the regions of steep thermal gradients). Thus, temperature sensors are strategically placed in the regions where they are most likely to be needed, according to calculated temperatures, rather than randomly positioned throughout a test chip.Type: GrantFiled: March 11, 2005Date of Patent: March 13, 2007Assignee: Gradient Design Automation, Inc.Inventors: Rajit Chandra, Lucio Lanza