This article is a high-level introduction to an efficient worfklow for optimizing runtime performance of machine learning systems running on the GPU. Using traces from Nsight Systems to show real production scenarios, I introduce a set of common utilizati... (more…)
Read more »
Uncovering the mysterious ways machine learning models make decisions.
... (more…)
Read more »
This is a follow up on my process of developing familiarity with computer vision and machine learning techniques. As a web developer (read… (more…)
Read more »
Given the computational cost and technical expertise required to train machine learning models, users may delegate the task of learning to a service provider. Delegation of learning has clear benefits, and at the same time raises serious concerns of trust... (more…)
Read more »