Accelerating Autonomous Driving Model Training on AMD ROCm™ Software — ROCm Blogs

[giscus[bot]]

Accelerating Autonomous Driving Model Training on AMD ROCm™ Software — ROCm Blogs

Learn how to deploy AMD GPUs for high-performance autonomous driving related model training with ROCm optimization.

https://rocm.blogs.amd.com/artificial-intelligence/autonomous-driving/README.html

[emmineesham-netizen]

Really solid write-up—especially the practical ROCm optimizations and kernel-level insights. The NHWC and GEMM restructuring examples are super helpful for anyone working close to the metal. We’ve seen similar gains when integrating ROCm-based pipelines with tools like Autoexport , so it’s great to see more reproducible, well-documented workflows like this in the ecosystem. Keep up the great work