PinnedDr Anton LokhmotovAccelerating AI, Part 1“You can always speed things up”Oct 10, 2023Oct 10, 2023
Dr Anton LokhmotovinTowards Data ScienceDemystifying MLPerf InferenceThe MLPerf community is enabling fair and objective benchmarking of ML workloads. What does it mean for Inference (and for you)?May 5, 2020May 5, 2020
Dr Anton LokhmotovinThe StartupBenchmarking as a product: a case for Machine LearningA professional programmer knows the difference between a program and a programming product. It’s time to define a benchmarking product.Apr 7, 2020Apr 7, 2020
Dr Anton LokhmotovinTowards Data ScienceOmni-benchmarking Image Classification (and much more)Using automated, customizable and reproducible workflows with reusable components to investigate efficiency/quality trade-offs of ML…Sep 24, 2019Sep 24, 2019
Dr Anton LokhmotovinTowards Data ScienceOmni-benchmarking Object DetectionUsing automated, customizable and reproducible workflows with reusable components to investigate efficiency/quality trade-offs of ML…Sep 20, 2019Sep 20, 2019
Dr Anton LokhmotovBreathing life into AI/ML marketplacesWe have grown to like online marketplaces such as Amazon and eBay, where the variety of goods, competitive pricing and honest customer…Aug 23, 2019Aug 23, 2019