Posts by Sudhir Kylasa

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

• 16 June 2026
Meena Arunachalam , Miro Hodak , Ravi Dwivedula , Sarthak Arora , Sathish Sanjeevi , Su Ann Chong , Sudhir Kylasa , Karan Verma , Eliot Li
English
Applications & models
MLPerf MLPerf Training GenAI AI/ML Performance Optimization Fine-Tuning

AMD is proud to share its MLPerf Training v6.0 results, marking another step forward in our commitment to delivering competitive AI training performance using the latest AMD Instinct GPUs. This round covers three benchmarks — Llama 2 70B LoRA fine-tuning, Llama 3.1 8B pretraining, and Flux.1-schnell text-to-image pretraining — with AMD’s own submissions spanning the MI325X, MI350X, and MI355X Instinct GPUs, alongside a large-scale 512-GPU MI300X submission from OCI in partnership with AMD.

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Reproducing AMD MLPerf Training v6.0 Submission Result

• 16 June 2026
Meena Arunachalam , Miro Hodak , Ravi Dwivedula , Sarthak Arora , Sathish Sanjeevi , Su Ann Chong , Sudhir Kylasa , Karan Verma , Eliot Li
English
Applications & models
AI/ML Fine-Tuning GenAI Optimization Performance MLPerf MLPerf Training

This blog provides a step-by-step guide for reproducing AMD’s MLPerf Training 6.0 submission results. AMD submitted results on three benchmarks this round:

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