It performs best on large amounts of data, like images, 3D volumes, measurement data or physics simulations.
But programming a GPU can be difficult. Its architecture differs a lot from CPUs, and optimal programming works differently.
It performs best on large amounts of data, like images, 3D volumes, measurement data or physics simulations.
But programming a GPU can be difficult. Its architecture differs a lot from CPUs, and optimal programming works differently.
After decades of field experience, we know our way around the perils of GPU programming and can make computer vision (CV) and high performance computing (HPC) workloads run efficiently on GPUs of any size (speedups over CPU code are typically ten times or more).
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We work with embedded systems (NVIDIA Jetson) as well.