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14 votes
3 answers
43k views

How to properly calculate CPU and GPU FLOPS performance?

Problem I'm trying to calculate CPU / GPU FLOPS performance but I'm not sure if I'm doing it correctly. Let's say we have: A Kaby Lake CPU (clock: 2.8 GHz, cores: 4, threads: 8) A Pascal GPU (clock: ...
AlekseyHoffman's user avatar
5 votes
1 answer
354 views

Integrating/Implementing NURBS-related calculations

Recently, I started to develop some codes that use NURBS (general things I intend to use/already using: spline generation, interpolation, grids, isolines, closest-point find, and many others), both ...
Anton Menshov's user avatar
  • 8,742
0 votes
2 answers
83 views

Software that does naïve or formal simplification of mathematical expressions

Devil-may-care that I am, suppose that I wanted to 'simplify' the following expression, utterly ignoring the fact that it's very naughty to raise various kinds of numbers to arbitrary powers or to ...
Bill Bell's user avatar
  • 185
1 vote
1 answer
219 views

Is OPENFOAM a good idea for direction/operator splitting in parabolic equation

I would like to know if I should switch to OPENFOAM for my task. I work only with Cartesian grids, right now in 2d, rectangular domains only. If $\mathbf{w} = (w_1, w_2)$ and suppose I want to solve ...
me10240's user avatar
  • 445
3 votes
2 answers
226 views

Using computational libraries on a machine without root access

If you want to use a computational library on a high-performance computing center where you have no root access to install new software you can use header-only template libraries such as MTL4, Eigen3, ...
Tarek's user avatar
  • 133
3 votes
3 answers
2k views

Can anyone recommend a library in C++ which has the most efficiency in doing sparse matrix operations under Windows system

I have download sparselib++, but it seems that it can't be complied in Windows, only in Unix, I don't know. So can anyone recommend some which can be used in Visual Studio 2010? I want to do a large ...
Hao Yu's user avatar
  • 31
10 votes
2 answers
466 views

Task-based shared-memory parallel libraries in Scientific Computing

In recent years, several libraries/software projects have appeared that offer some form or another of general-purpose data-driven shared-memory parallelism. The main idea is that instead of writing ...
Pedro's user avatar
  • 9,563