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CS 290H Lecture 11 BLAS, Supernodes, and SuperLU PowerPoint PPT Presentation
CS 290H Lecture 11 BLAS, Supernodes, and SuperLU - ... factorization than GP (~4x) ... Supernode = group of adjacent columns of L with ... over GP column-column. 22 matrices: Order 765 to 76480; GP factor time ...
... factorization than GP (~4x) ... Supernode = group of adjacent columns of L with ... over GP column-column. 22 matrices: Order 765 to 76480; GP factor time ...
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General-Purpose Software for Large-Scale Bifurcation Analysis PowerPoint PPT Presentation
General-Purpose Software for Large-Scale Bifurcation Analysis - ... preconditioners ML, CLAPS Eigenvalue problems Anasazi Block preconditioners Teko Direct sparse linear solvers Amesos (MUMPS, SuperLU, UMFPack, ...
... preconditioners ML, CLAPS Eigenvalue problems Anasazi Block preconditioners Teko Direct sparse linear solvers Amesos (MUMPS, SuperLU, UMFPack, ...
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CS 290H: Sparse Matrix Algorithms PowerPoint PPT Presentation
CS 290H: Sparse Matrix Algorithms - http://crd.lbl.gov/~xiaoye/SuperLU/SLU-Highlight.gif. http://www.cise.ufl.edu/research/sparse/matrices/ Link analysis of the web. Web page = vertex ...
http://crd.lbl.gov/~xiaoye/SuperLU/SLU-Highlight.gif. http://www.cise.ufl.edu/research/sparse/matrices/ Link analysis of the web. Web page = vertex ...
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Recent Developments in Optimization PowerPoint PPT Presentation
Recent Developments in Optimization - ... or use general sparse methods, while re-using the same top-level code interoperates with cutting-edge linear algebra software (LAPACK, PETSc, SuperLU) ...
... or use general sparse methods, while re-using the same top-level code interoperates with cutting-edge linear algebra software (LAPACK, PETSc, SuperLU) ...
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Working Effectively at NERSC PowerPoint PPT Presentation
Working Effectively at NERSC - Intended for large jobs, rather than mass throughput ... PESSL, MASS, WSMP, IMSL, NAG, NAG-SMP, NAG-MPI, LAPACK, PARPACK, SuperLU, ccSHT, ...
Intended for large jobs, rather than mass throughput ... PESSL, MASS, WSMP, IMSL, NAG, NAG-SMP, NAG-MPI, LAPACK, PARPACK, SuperLU, ccSHT, ...
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Overview of the ACTS Toolkit For NERSC Users PowerPoint PPT Presentation
Overview of the ACTS Toolkit For NERSC Users - PETSc, Aztec, Hypre, ScaLAPACK, SuperLU, PVODE, Opt Structural (Frameworks) ... Aztec. User input matrix in DMSR or DVBR format. Aztec sets up its own data ...
PETSc, Aztec, Hypre, ScaLAPACK, SuperLU, PVODE, Opt Structural (Frameworks) ... Aztec. User input matrix in DMSR or DVBR format. Aztec sets up its own data ...
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Iterative and direct linear solvers in fully implicit magnetic reconnection simulations with inexact Newton methods PowerPoint PPT Presentation
Iterative and direct linear solvers in fully implicit magnetic reconnection simulations with inexact Newton methods - 32 GB DDR3 1333 MHz memory per node (6000 nodes), 64 GB DDR3 1333 MHz memory per node (384 nodes) 1.28 Petaflop/s for the entire machine
32 GB DDR3 1333 MHz memory per node (6000 nodes), 64 GB DDR3 1333 MHz memory per node (384 nodes) 1.28 Petaflop/s for the entire machine
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A Report on the ACTS Toolkit (acts-support@nersc.gov) PowerPoint PPT Presentation
A Report on the ACTS Toolkit (acts-support@nersc.gov) - Title: No Slide Title Author: Osni Marques Last modified by. Created Date: 3/17/1999 12:47:52 AM Document presentation format: On-screen Show Other titles
Title: No Slide Title Author: Osni Marques Last modified by. Created Date: 3/17/1999 12:47:52 AM Document presentation format: On-screen Show Other titles
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Implementing Hypre-AMG in NIMROD via PETSc PowerPoint PPT Presentation
Implementing Hypre-AMG in NIMROD via PETSc - AMG method) will benefit all CEMM efforts Phase I: ... temperature-dependent resistivity that varies by 5 orders of magnitude across the simulation domain,
AMG method) will benefit all CEMM efforts Phase I: ... temperature-dependent resistivity that varies by 5 orders of magnitude across the simulation domain,
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Sparse Matrix Methods PowerPoint PPT Presentation
Sparse Matrix Methods - Columns may be preordered for sparsity. Rows permuted by partial pivoting (maybe) ... Supernode = group of (contiguous) factor columns with nested structures ...
Columns may be preordered for sparsity. Rows permuted by partial pivoting (maybe) ... Supernode = group of (contiguous) factor columns with nested structures ...
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Sparse Matrix Methods PowerPoint PPT Presentation
Sparse Matrix Methods - Supernode = group of (contiguous) factor columns with ... Speedup over GP column-column. 22 matrices: Order 765 to 76480; GP factor time 0.4 sec to 1.7 hr ...
Supernode = group of (contiguous) factor columns with ... Speedup over GP column-column. 22 matrices: Order 765 to 76480; GP factor time 0.4 sec to 1.7 hr ...
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Technologies and Tools for High-Performance Distributed Computing PowerPoint PPT Presentation
Technologies and Tools for High-Performance Distributed Computing - Some uses of TOPS solver software. TOPS posters: what to find Tues. aft. ... reporting here; please see our eight posters Tue. and seven 2-pagers on-line ...
Some uses of TOPS solver software. TOPS posters: what to find Tues. aft. ... reporting here; please see our eight posters Tue. and seven 2-pagers on-line ...
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CS 290H Lecture 14 Other approaches to nonsymmetric GE, contd Permutation to block triangular form PowerPoint PPT Presentation
CS 290H Lecture 14 Other approaches to nonsymmetric GE, contd Permutation to block triangular form - Read 'Computing the block triangular form of a sparse matrix' (reader #6) ... Sum own row/col of A with children's Update matrices into Frontal matrix ...
Read 'Computing the block triangular form of a sparse matrix' (reader #6) ... Sum own row/col of A with children's Update matrices into Frontal matrix ...
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CS%20290H:%20Sparse%20Matrix%20Algorithms PowerPoint PPT Presentation
CS%20290H:%20Sparse%20Matrix%20Algorithms - Importance = stationary distribution of Markov process. ... Stationary distribution. of a Markov chain. Power method: matvec. and vector arithmetic ...
Importance = stationary distribution of Markov process. ... Stationary distribution. of a Markov chain. Power method: matvec. and vector arithmetic ...
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Partitioning, Load Balancing, and Ordering for Petascale Applications PowerPoint PPT Presentation
Partitioning, Load Balancing, and Ordering for Petascale Applications - Partitioning and Dynamic Load Balancing for Petascale ...
Partitioning and Dynamic Load Balancing for Petascale ...
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Delivering Parallel Computing Power to the Desktop PowerPoint PPT Presentation
Delivering Parallel Computing Power to the Desktop - Hard To Program (MPI not good enough anymore) Community Needs Interactive ... Contact Us Now ... Is Not Your Preferred Environment, Please Talk To Us! ...
Hard To Program (MPI not good enough anymore) Community Needs Interactive ... Contact Us Now ... Is Not Your Preferred Environment, Please Talk To Us! ...
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XT3 Optimization Scientific Libraries PowerPoint PPT Presentation
XT3 Optimization Scientific Libraries - Purpose of a scientific library is to provide highly tuned versions of common ... LUx=b with single precision but keep a copy of A in double precision ...
Purpose of a scientific library is to provide highly tuned versions of common ... LUx=b with single precision but keep a copy of A in double precision ...
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Scaling in Numerical Linear Algebra PowerPoint PPT Presentation
Scaling in Numerical Linear Algebra - Susan Blackford, UT. Jaeyoung Choi, Soongsil U. Andy Cleary, LLNL. Ed ... Jack Dongarra, UT/ORNL. Sven Hammarling, NAG. Greg Henry, Intel. Osni Marques, NERSC ...
Susan Blackford, UT. Jaeyoung Choi, Soongsil U. Andy Cleary, LLNL. Ed ... Jack Dongarra, UT/ORNL. Sven Hammarling, NAG. Greg Henry, Intel. Osni Marques, NERSC ...
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Scaling in Numerical Linear Algebra PowerPoint PPT Presentation
Scaling in Numerical Linear Algebra - ... TOPS 500, by year .13M. 6768 .3. 1 .28. Intel Paragon XP/S MP. 1995. ... Parallel time = O( tf N3/2 / P tv ( N / P1/2 N1/2 P log P ) ) Performance model 2 ...
... TOPS 500, by year .13M. 6768 .3. 1 .28. Intel Paragon XP/S MP. 1995. ... Parallel time = O( tf N3/2 / P tv ( N / P1/2 N1/2 P log P ) ) Performance model 2 ...
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High Performance Computing An overview Alan Edelman Massachusetts Institute of Technology Applied Mathematics PowerPoint PPT Presentation
High Performance Computing An overview Alan Edelman Massachusetts Institute of Technology Applied Mathematics - High Performance Computing An overview Alan Edelman Massachusetts Institute of Technology Applied Mathematics & Computer Science and AI Labs (Interactive ...
High Performance Computing An overview Alan Edelman Massachusetts Institute of Technology Applied Mathematics & Computer Science and AI Labs (Interactive ...
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Amesos Sparse Direct Solver Package PowerPoint PPT Presentation
Amesos Sparse Direct Solver Package - Pivotless Re-factorization. Amesos. Switching solvers. Afact.Create( 'Klu', Problem ) ... Adding third party libraries. Amesos User Guide: ...
Pivotless Re-factorization. Amesos. Switching solvers. Afact.Create( 'Klu', Problem ) ... Adding third party libraries. Amesos User Guide: ...
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CS 290H Lecture 15 GESP concluded PowerPoint PPT Presentation
CS 290H Lecture 15 GESP concluded - Final presentations for survey projects next Tue and Thu. 20-minute talk with at least 5 min for ... Solve for x using the triangular factors: Ly = b, Ux = y ...
Final presentations for survey projects next Tue and Thu. 20-minute talk with at least 5 min for ... Solve for x using the triangular factors: Ly = b, Ux = y ...
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The Jacquard Programming Environment PowerPoint PPT Presentation
The Jacquard Programming Environment - Loop nest optimization. Global optimization within a function scope. ... Optimizes loop nests rather than just inner loops, i.e. inverts indices, etc. ...
Loop nest optimization. Global optimization within a function scope. ... Optimizes loop nests rather than just inner loops, i.e. inverts indices, etc. ...
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The Evolution of a Sparse Partial Pivoting Algorithm PowerPoint PPT Presentation
The Evolution of a Sparse Partial Pivoting Algorithm - higher-numbered neighbors. fill = # edges in G symmetric. Preorder ... Add fill edge a - b if there is a path from a to b through lower-numbered vertices. ...
higher-numbered neighbors. fill = # edges in G symmetric. Preorder ... Add fill edge a - b if there is a path from a to b through lower-numbered vertices. ...
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PETSc PowerPoint PPT Presentation
PETSc - Available for virtually all UNIX platforms, as well as Windows 95/NT ... Mesh and discretization tools (overture, SAMRAI) ODE solvers (PVODE) Others (Matlab, ParMETIS) ...
Available for virtually all UNIX platforms, as well as Windows 95/NT ... Mesh and discretization tools (overture, SAMRAI) ODE solvers (PVODE) Others (Matlab, ParMETIS) ...
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SUGAR: A MEMS Simulator www.sourceforge.net/projects/mems PowerPoint PPT Presentation
SUGAR: A MEMS Simulator www.sourceforge.net/projects/mems - Provide quick simulations for tight design loop. Use structural elements like beams and ... Optical measurement facilities provided by Muller's Matisse group ...
Provide quick simulations for tight design loop. Use structural elements like beams and ... Optical measurement facilities provided by Muller's Matisse group ...
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Mesh Parameterization: Theory and Practice Making it work in practice Numerics PowerPoint PPT Presentation
Mesh Parameterization: Theory and Practice Making it work in practice Numerics - Mesh Parameterization: Theory and Practice. Making it work in practice - Numerics ... Discrete fairing [Kobbelt98, Mallet95] Parameterization [Desbrun02] Deformations ...
Mesh Parameterization: Theory and Practice. Making it work in practice - Numerics ... Discrete fairing [Kobbelt98, Mallet95] Parameterization [Desbrun02] Deformations ...
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UPC at LBNL/U.C. Berkeley Overview PowerPoint PPT Presentation
UPC at LBNL/U.C. Berkeley Overview - Title: Ernest Orlando Lawrence Berkeley National Laboratory Subject: Berkeley Lab Generic Presentation Author: Gabor Torok Keywords: Presentation Generic
Title: Ernest Orlando Lawrence Berkeley National Laboratory Subject: Berkeley Lab Generic Presentation Author: Gabor Torok Keywords: Presentation Generic
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Evaluating Sparse Linear System Solvers on Scalable Parallel Architectures PowerPoint PPT Presentation
Evaluating Sparse Linear System Solvers on Scalable Parallel Architectures - Linear Solvers Grant Kickoff Meeting, 9/26/06. ... of parallel sparse linear system solvers. ... Engineering problems usually produce large sparse linear systems ...
Linear Solvers Grant Kickoff Meeting, 9/26/06. ... of parallel sparse linear system solvers. ... Engineering problems usually produce large sparse linear systems ...
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Computational meshes, matrices, conjugate gradients, and mesh partitioning PowerPoint PPT Presentation
Computational meshes, matrices, conjugate gradients, and mesh partitioning - Title: Support-Graph Preconditioning Author: John R. Gilbert Last modified by: John Gilbert Created Date: 10/5/1998 10:15:03 PM Document presentation format
Title: Support-Graph Preconditioning Author: John R. Gilbert Last modified by: John Gilbert Created Date: 10/5/1998 10:15:03 PM Document presentation format
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Evaluating Sparse Linear System Solvers on Scalable Parallel Architectures PowerPoint PPT Presentation
Evaluating Sparse Linear System Solvers on Scalable Parallel Architectures - Evaluating Sparse Linear System. Solvers on Scalable Parallel. Architectures ... SMPs, multicore SMP aggregates) and programming models (PGAs, Messaging APIs) ...
Evaluating Sparse Linear System. Solvers on Scalable Parallel. Architectures ... SMPs, multicore SMP aggregates) and programming models (PGAs, Messaging APIs) ...
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Parallel Sparse Gaussian Elimination PowerPoint PPT Presentation
Parallel Sparse Gaussian Elimination - Conventional partial pivoting (PP) too expensive ... Statically pivot to put large entries on diagonal. Other protections against pivot growth ...
Conventional partial pivoting (PP) too expensive ... Statically pivot to put large entries on diagonal. Other protections against pivot growth ...
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Analyzing HPC Communication Requirements PowerPoint PPT Presentation
Analyzing HPC Communication Requirements - BIPS NERSC 5 BIPS Analyzing HPC Communication Requirements Shoaib Kamil , Lenny Oliker, John Shalf, David Skinner jshalf@lbl.gov NERSC and Computational Research Division
BIPS NERSC 5 BIPS Analyzing HPC Communication Requirements Shoaib Kamil , Lenny Oliker, John Shalf, David Skinner jshalf@lbl.gov NERSC and Computational Research Division
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Parallel Sparse Operations in Matlab: Exploring Large Graphs PowerPoint PPT Presentation
Parallel Sparse Operations in Matlab: Exploring Large Graphs - Parallel Sparse Operations in Matlab: Exploring Large Graphs John R. Gilbert University of California at Santa Barbara Aydin Buluc (UCSB) Brad McRae (NCEAS)
Parallel Sparse Operations in Matlab: Exploring Large Graphs John R. Gilbert University of California at Santa Barbara Aydin Buluc (UCSB) Brad McRae (NCEAS)
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TECHNIQUES PowerPoint PPT Presentation
TECHNIQUES - techniques algorithms and software for the direct solution of large sparse linear equations
techniques algorithms and software for the direct solution of large sparse linear equations
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CS 240A Lecture 12 Parallel sparse matrix methods PowerPoint PPT Presentation
CS 240A Lecture 12 Parallel sparse matrix methods - Sum own row/col of A with children's Update matrices into Frontal matrix. Eliminate current variable from Frontal matrix, to get Update matrix ...
Sum own row/col of A with children's Update matrices into Frontal matrix. Eliminate current variable from Frontal matrix, to get Update matrix ...
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Amesos Sparse Direct Solver Package PowerPoint PPT Presentation
Amesos Sparse Direct Solver Package - Amesos. Sparse Direct Solver Package. Tim Davis, Mike Heroux, Rob Hoekstra, Marzio ... enables timings to be loaded into a Teuchos::ParameterList ...
Amesos. Sparse Direct Solver Package. Tim Davis, Mike Heroux, Rob Hoekstra, Marzio ... enables timings to be loaded into a Teuchos::ParameterList ...
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Scaling in Numerical Linear Algebra PowerPoint PPT Presentation
Scaling in Numerical Linear Algebra - Sparse Direct Solvers for Ax= b. Automatic Performance Tuning of Sparse Kernels ... Antoine Petitet, UT. Ken Stanley, UCB. David Walker, Cardiff U. Clint Whaley, UT ...
Sparse Direct Solvers for Ax= b. Automatic Performance Tuning of Sparse Kernels ... Antoine Petitet, UT. Ken Stanley, UCB. David Walker, Cardiff U. Clint Whaley, UT ...
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PyTrilinos: A Python Interface to Trilinos PowerPoint PPT Presentation
PyTrilinos: A Python Interface to Trilinos - Open source: GNU Lesser License. Web site: http://software.sandia.gov/trilinos ... Teuchos (ParameterList class only) TriUtils. Galeri. Thyra (early development stage) ...
Open source: GNU Lesser License. Web site: http://software.sandia.gov/trilinos ... Teuchos (ParameterList class only) TriUtils. Galeri. Thyra (early development stage) ...
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Berkeley UPC PowerPoint PPT Presentation
Berkeley UPC - Supports collectives (tuning ongoing); memory model compliance ... 30,000 UPC compilations and 20,000 UPC test runs per night ...
Supports collectives (tuning ongoing); memory model compliance ... 30,000 UPC compilations and 20,000 UPC test runs per night ...
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Building PyACTS PowerPoint PPT Presentation
Building PyACTS - Overture. Global Arrays. PAWS. SILOON. Globus. CUMULVS. TAU. PyACTS. View_field(T1) Proposed Project ... And ACTS tools are now being widely used by ...
Overture. Global Arrays. PAWS. SILOON. Globus. CUMULVS. TAU. PyACTS. View_field(T1) Proposed Project ... And ACTS tools are now being widely used by ...
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Linear Algebra Libraries PowerPoint PPT Presentation
Linear Algebra Libraries - ... more participants (not all!) Jack Dongarra, U. Tennessee. Kathy Yelic, ... Using a red-black algorithm, titanium arrays (191 Mflops) are faster than Java arrays ...
... more participants (not all!) Jack Dongarra, U. Tennessee. Kathy Yelic, ... Using a red-black algorithm, titanium arrays (191 Mflops) are faster than Java arrays ...
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Floating-Point Correctness Analysis at the Binary Level PowerPoint PPT Presentation
Floating-Point Correctness Analysis at the Binary Level - Floating Point Analysis Using Dyninst Mike Lam University of Maryland, College Park Jeff Hollingsworth, Advisor
Floating Point Analysis Using Dyninst Mike Lam University of Maryland, College Park Jeff Hollingsworth, Advisor
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Technologies and Tools for HighPerformance Distributed Computing PowerPoint PPT Presentation
Technologies and Tools for HighPerformance Distributed Computing - Not just algorithms, but vertically integrated software suites ... Multirate. requiring fully or semi-implicit in time solvers. Multiscale ...
Not just algorithms, but vertically integrated software suites ... Multirate. requiring fully or semi-implicit in time solvers. Multiscale ...
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CS 240A: Solving Ax b in parallel PowerPoint PPT Presentation
CS 240A: Solving Ax b in parallel - The magic: Short recurrences. . . A is symmetric = can get next residual and direction ... Partition / reorder matrix to reduce communication. x. y. P0. P1. P2 ...
The magic: Short recurrences. . . A is symmetric = can get next residual and direction ... Partition / reorder matrix to reduce communication. x. y. P0. P1. P2 ...
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Implementation of Density Functional Theory based Electronic Structure Codes on Advanced Computing A PowerPoint PPT Presentation
Implementation of Density Functional Theory based Electronic Structure Codes on Advanced Computing A - 1024 Multi-streaming vector processor (MSP) ... 4 single-streaming processors (SSPs) form a node with 16 Gbytes of shared memory ...
1024 Multi-streaming vector processor (MSP) ... 4 single-streaming processors (SSPs) form a node with 16 Gbytes of shared memory ...
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Sparse Triangular Solve in UPC PowerPoint PPT Presentation
Sparse Triangular Solve in UPC - A common but irregular mathematical operation occurring in linear algebra is the ... A new style of programming for an old problem ...
A common but irregular mathematical operation occurring in linear algebra is the ... A new style of programming for an old problem ...
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Sparse Matrix Techniques (Tutorial) PowerPoint PPT Presentation
Sparse Matrix Techniques (Tutorial) - Computer representations of sparse matrices. Sparse matrix-vector ... 'triplets' format ({i, j, val}) is not sufficient . . . Storage: 2*NNZ integers, NNZ reals ...
Computer representations of sparse matrices. Sparse matrix-vector ... 'triplets' format ({i, j, val}) is not sufficient . . . Storage: 2*NNZ integers, NNZ reals ...
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Multigrid on 2:1 Balanceconstrained Octrees for Finite Element Calculations with Billions of Unknown PowerPoint PPT Presentation
Multigrid on 2:1 Balanceconstrained Octrees for Finite Element Calculations with Billions of Unknown - Binary-trees 1D, Quad-trees 2D, Octrees 3D ... 2.33 GHz dual socket, quad core processor. 2 MB L2 cache per core. 8 GB/16 GB RAM per node ...
Binary-trees 1D, Quad-trees 2D, Octrees 3D ... 2.33 GHz dual socket, quad core processor. 2 MB L2 cache per core. 8 GB/16 GB RAM per node ...
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Ernest Orlando Lawrence Berkeley National Laboratory PowerPoint PPT Presentation
Ernest Orlando Lawrence Berkeley National Laboratory - Christian Bell, Dan Bonachea, Wei Chen, Jason Duell, Paul Hargrove, Parry Husbands, Costin Iancu, Rajesh Nishtala, Michael Welcome. 2. Kathy Yelick. Titanium and UPC ...
Christian Bell, Dan Bonachea, Wei Chen, Jason Duell, Paul Hargrove, Parry Husbands, Costin Iancu, Rajesh Nishtala, Michael Welcome. 2. Kathy Yelick. Titanium and UPC ...
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CS 290H Lecture 10 Supernodal LU with partial pivoting PowerPoint PPT Presentation
CS 290H Lecture 10 Supernodal LU with partial pivoting - ... factorization than GP (~4x) ... Supernode = group of adjacent columns of L with ... over GP column-column. 22 matrices: Order 765 to 76480; GP factor time ...
... factorization than GP (~4x) ... Supernode = group of adjacent columns of L with ... over GP column-column. 22 matrices: Order 765 to 76480; GP factor time ...
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Geometry modeling and nonlinear reconstruction for X-ray guided breast DOT PowerPoint PPT Presentation
Geometry modeling and nonlinear reconstruction for X-ray guided breast DOT - Mammography is low-cost and routinely used across the country ... Stefan Carp. Juliette Selb. Elizabeth Hillman. Sol Diamond. Phill Jones. Danny Joseph. Ted Hupper ...
Mammography is low-cost and routinely used across the country ... Stefan Carp. Juliette Selb. Elizabeth Hillman. Sol Diamond. Phill Jones. Danny Joseph. Ted Hupper ...
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ML: A Multilevel Preconditioning Package PowerPoint PPT Presentation
ML: A Multilevel Preconditioning Package - Ray Tuminaro. Marzio Sala ... Other smoothers used within each projection step. Aztec solvers ... New options with ML 3.0. Graph-based aggregation 'parameter ...
Ray Tuminaro. Marzio Sala ... Other smoothers used within each projection step. Aztec solvers ... New options with ML 3.0. Graph-based aggregation 'parameter ...
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CS 240A: Solving Ax b in parallel PowerPoint PPT Presentation
CS 240A: Solving Ax b in parallel - Dense A: Gaussian elimination with partial pivoting (LU) See Jim Demmel's s ... A column layout of the matrix eliminates the broadcast ...
Dense A: Gaussian elimination with partial pivoting (LU) See Jim Demmel's s ... A column layout of the matrix eliminates the broadcast ...
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An Overview of Trilinos Michael A' Heroux Sandia National Laboratories PowerPoint PPT Presentation
An Overview of Trilinos Michael A' Heroux Sandia National Laboratories - Includes common core set of vector, graph and matrix classes (Epetra) ... Focused on important and state-of-the-art algorithms in its problem regime. ...
Includes common core set of vector, graph and matrix classes (Epetra) ... Focused on important and state-of-the-art algorithms in its problem regime. ...
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