Presented By O’Reilly and Cloudera
Make Data Work
21–22 May 2018: Training
22–24 May 2018: Tutorials & Conference
London, UK
Ilia Karmanov

Ilia Karmanov
Data Scientist, Microsoft

Ilia is a Data Scientist working on applying ML and deep-learning solutions in industry. He is particularly interested in statistical theory behind deep-learning. Ilia holds a MSc in Economics from London School of Economics.


11:1511:55 Wednesday, 23 May 2018
Data science and machine learning
Location: Capital Suite 13 Level: Advanced
Mathew Salvaris (Microsoft), Miguel Gonzalez-Fierro (Microsoft), Ilia Karmanov (Microsoft)
In this talk we will present two platforms for running distributed deep learning training in the cloud. We will train a ResNet network on ImageNet dataset using some of the most popular deep learning frameworks. We will then compare and contrast the performance improvement as we scale the number of nodes as well as provides tips and details of the pitfalls of each framework and platform. Read more.