Posts tagged MLPerf Training

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

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

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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Technical Dive into AMD MLPerf Training v5.1 Submission

MLPerf Training v5.1 was released on November 12th 2025 and for this round, AMD has showcased its newest GPUs and added a new benchmark. The highlights of this round include:

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Reproducing AMD MLPerf Training v5.1 Submission Result

Building upon the success of the MLPerf Training v5.0 submission, AMD has not only submitted improved results for the Llama 2 70B LoRA finetuning benchmark for the MI300X and MI325X platforms in the v5.1 round, but also for the MI350X and MI355X platforms. In addition, AMD has submissions for the newly added Llama 3.1 8B pretraining benchmark in this MLPerf Training round. The AMD submissions are summarized in the following table:

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