1 code implementation • 23 Dec 2020 • Sourabh Kulkarni, Mario Michael Krell, Seth Nabarro, Csaba Andras Moritz
The statistical inference framework is implemented and compared on Intel Xeon CPU, NVIDIA Tesla V100 GPU and the Graphcore Mk1 IPU, and the results are discussed in the context of their computational architectures.
1 code implementation • 12 Dec 2020 • Sourabh Kulkarni, Alexander Tsyplikhin, Mario Michael Krell, Csaba Andras Moritz
As a proof-of-concept, we demonstrate inference over a probabilistic epidemiology model used to predict the spread of COVID-19.
1 code implementation • 17 Oct 2020 • Sourabh Kulkarni, Kinjal Divesh Shah, Nimar Arora, Xiaoyan Wang, Yucen Lily Li, Nazanin Khosravani Tehrani, Michael Tingley, David Noursi, Narjes Torabi, Sepehr Akhavan Masouleh, Eric Lippert, Erik Meijer
The benchmark includes data generation and evaluation code for a number of models as well as implementations in some common PPLs.