Posts by Anshu Raina

TraceLens: Democratizing AI Performance Analysis

Profiling modern AI workloads produces huge traces that are hard to interpret. Framework profilers record thousands of operations, kernels, and communication events, and engineers often end up staring at tools like Perfetto UI doing manual calculations. TraceLens speeds this up: it consumes existing framework traces and turns them into structured summaries and comparisons, allowing you to move on to the actual diagnosis and optimization.

Read more ...


Primus Projection: Estimate Memory and Performance Before You Train

Error parsing meta tag attribute “keywords”: No content.

Read more ...


Primus-Pipeline: A More Flexible and Scalable Pipeline Parallelism Implementation

Error parsing meta tag attribute “keywords”: No content.

Read more ...