Sathish Sanjeevi

Sathish Sanjeevi is an AI software engineer at AMD. His interests include profiling and optimizing GPU kernels. As a performance lead, he has optimized several ML models, resulting in successful MLPerf submissions. Sathish holds a PhD from Delft University of Technology in the Netherlands and a master’s degree from RWTH Aachen University in Germany.

Posts by Sathish Sanjeevi

June 16, 2026

Technical Dive into AMD's MLPerf Training v6.0 Submission

In this blog, we share the technical details of how we accomplish the results in our MLPerf Training v6.0 submission.

https://rocm.blogs.amd.com/artificial-intelligence/mlperf-training-v6.0/README.html

June 16, 2026

Reproducing AMD MLPerf Training v6.0 Submission Result

Learn how to reproduce AMD's MLPerf Training v6.0 submission result.

https://rocm.blogs.amd.com/artificial-intelligence/mlperf-training6.0-repro/README.html

November 12, 2025

Reproducing AMD MLPerf Training v5.1 Submission Result

Learn how to reproduce AMD's MLPerf Training v5.1 submission result.

https://rocm.blogs.amd.com/artificial-intelligence/mlperf-training5.1-repro/README.html

November 12, 2025

Technical Dive into AMD MLPerf Training v5.1 Submission

Learn about the technical details of how AMD achieved the results in the MLPerf Training v5.1 submission.

https://rocm.blogs.amd.com/artificial-intelligence/mlperf-training-v5.1/README.html

June 04, 2025

AMD’s MLPerf Training Debut: Optimizing LLM Fine-Tuning with Instinct™ GPUs

Explore the techniques we used to improve the training performance on MI300X and MI325X in our MLPerf Training 5.0 submission.

https://rocm.blogs.amd.com/artificial-intelligence/mlperf-training-v5.0/README.html

June 04, 2025

Reproduce AMD's MLPerf Training v5.0 Submission Result with Instinct™ GPUs

Follow this step-by-step guide to reproduce AMDs MLPerf 5.0 Training Submission with Instinct GPUs using ROCm

https://rocm.blogs.amd.com/artificial-intelligence/reproduce-mlperf-training-v5.0/README.html

June 03, 2025

High-Throughput BERT-L Pre-Training on AMD Instinct™ GPUs: A Practical Guide

Learn how to optimize BERT-L training with mixed precision and Flash Attention v2 on AMD Instinct GPUs — follow our tested MLPerf-compliant step-by-step guide.

https://rocm.blogs.amd.com/artificial-intelligence/bert-training/README.html