Acceleration of Non-Linear Minimisation with PyTorch [IMA]

http://arxiv.org/abs/1805.07439


I show that a software framework intended primarily for training of neural networks, PyTorch, is easily applied to a general function minimisation problem in science. The qualities of PyTorch of ease-of-use and very high efficiency are found to be applicable in this domain and lead to two orders of magnitude improvement in time-to-solution with very small software engineering effort.

Read this paper on arXiv…

B. Nikolic
Tue, 22 May 18
34/69

Comments: 5 pages, 2 figures, 2 program listings. Full source code available at: this https URL