| 来源类型 | Discussion paper
|
| 规范类型 | 论文
|
| 来源ID | DP12890
|
| DP12890 A Practical Guide to Parallelization in Economics |
| Jesus Fernandez-Villaverde
|
| 发表日期 | 2018-04-23
|
| 出版年 | 2018
|
| 语种 | 英语
|
| 摘要 | This guide provides a practical introduction to parallel computing in economics. After a brief introduction to the basic ideas of parallelization, we show how to parallelize a prototypical application in economics using, on CPUs, Julia, Matlab, R, Python, C++–OpenMP, Rcpp–OpenMP, and C++–MPI, and, on GPUs, CUDA and OpenACC. We provide code that the user can download and fork, present comparative results, and explain the strengths and weaknesses of each approach. We conclude with some additional remarks about alternative approaches. |
| 主题 | Monetary Economics and Fluctuations
|
| 关键词 | Computational methods
Parallel computing
Programming languages
|
| URL | https://cepr.org/publications/dp12890
|
| 来源智库 | Centre for Economic Policy Research (United Kingdom)
|
| 资源类型 | 智库出版物
|
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/541701
|
推荐引用方式
GB/T 7714 |
Jesus Fernandez-Villaverde. DP12890 A Practical Guide to Parallelization in Economics. 2018.
|
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