Nicholai Tukanov

Nicholai Tukanov is a software engineer at NVIDIA, working on cuBLAS and NVPL. Nicholai graduated from the University of Texas at Austin with a bachelor’s degree in Computer Science and from Carnegie Mellon University with a master’s degree in Electrical and Computer Engineering.
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Posts by Nicholai Tukanov

Models / Libraries / Frameworks Sep 02, 2025

Improving GEMM Kernel Auto-Tuning Efficiency on NVIDIA GPUs with Heuristics and CUTLASS 4.2

Selecting the best possible General Matrix Multiplication (GEMM) kernel for a specific problem and hardware is a significant challenge. The performance of a... 8 MIN READ