In a groundbreaking collaboration, MulticoreWare and Imagination Technologies have achieved exceptional performance gains by utilizing high-performance GPUs for automotive sensor processing workloads. By running a stereo block matching (StereoBM) algorithm on GPUs instead of CPUs, the collaboration has achieved over 100 times the performance, paving the way for remarkable advancements in the field.
The use of IMG BXS GPUs with OpenCL allows automotive customers to maximize performance per watt on TDA4 SoCs, particularly for camera, radar, and lidar workloads. This innovation complements other compute accelerators existing in the platform, unlocking new possibilities for intelligent features in low-power systems-on-chips (SoCs) that are essential for the future of mobility.
“Thanks to our extensive experience with OpenCL and Edge AI across various AI accelerators, GPUs, and SoCs, we are now able to meet the growing demand for intelligent features on low-power SoCs,” highlights Vish Rajalingam, Multicore’s representative. This collaboration between MulticoreWare and Imagination Technologies signifies an essential step forward in the automotive industry’s software revolution.
The StereoBM algorithm has been meticulously optimized by MulticoreWare to leverage GPU cores effectively. The inclusion of IMG BXS-4-64 GPU intrinsics and adaptive memory handling has played a vital role in achieving optimal performance, especially when working with high-resolution camera data. This powerful and programmable graphics processor not only offers flexibility but also delivers exceptional performance, making it an ideal choice for supporting a vehicle’s advanced driver-assistance systems (ADAS) workloads, as highlighted by Imagination’s Vice President, Jake Kochnowicz.
By harnessing the capabilities of high-performance GPUs, the collaboration between MulticoreWare and Imagination Technologies marks a significant milestone in revolutionizing automotive sensor processing workloads. The remarkable performance gains attained through this partnership will undoubtedly shape the future of intelligent mobility solutions, further advancing the automotive industry.
The source of the article is from the blog coletivometranca.com.br