Harsh Menon

About Me

Currently, CTO @ nod.ai
Previously, building flying cars @ wisk.aero

Talks

High Performance Matrix Multiplication on RDNA3 GPUs (September 2023) Slides Video
High-dimensional layouts for vector distribution (May 2023) Slides Video
Decomposable Operators in IREE at C4ML (February 2023) Slides
Optimizing Winograd Convolutions in MLIR at the MLIR Summit (November 2022) Slides
MLIR Code Generation Tutorial at HotChips 34 (August 2022) Slides Video

Publications

Menon, H. (2021) Weighted Basis Images : Learning Alternative Data Representations. Paper
Menon, H., Ramachandrappa, A., Kesinger, J. (2018) Deep-Learning based Approaches to Visual-Inertial Odometry for Autonomous Tracking Applications. SID Symposium Digest of Technical Papers, 49: 471-474 Paper
Menon, H. (2012) Adjoint-based Aerodynamic Shape Optimization Using a Spline-Based Parametric Geometry Framework Paper
Mussfar, B., Sankaran, V., Sitaraman, J., Menon, H and Farhat, C. (2010) Feasbility Study of a Unified CFD-CSD Computational Formulation Paper

Posts

• WMMA and MFMA instructions on AMD GPUs
• High-dimensional layout representation for vector distribution
• Attention Optimizations
• Winograd Convolutions

© 2022-2023 Harsh Menon