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Mimicking the real world entails simulating cutting-edge environments with myriad sensors and multiple avatars and agents. Unity Simulation Pro — a simulation-optimized runtime build — enables you to run these simulations at scale, on premises or in your private cloud, making it simpler, faster, and more cost-effective to test and train powerful simulations. Unity Simulation Pro removes dependencies on systems that do not benefit from simulation, providing an efficient, optimized solution that maximizes your infrastructure investment.

It has two key features: headless rendering running the Unity Player headless and multi-GPU distributed rendering. Headless rendering is a simulation-specific version of the Unity Linux runtime optimized for running in a pure headless fashion, without any dependency on the X server and window manager. Distributed rendering decouples execution of user scripts and CPU tasks from the rendering pipeline, allowing multiple accelerators — and multiple hosts — to share the rendering workload.

The time it takes to train their robot was reduced from more than two weeks to less than two hours. The experiments that used to take weeks to finish, can now finish in just a few days. Running simulations in a distributed fashion enables you to iterate and test more. When you tighten the feedback loop, you get results faster and accelerate your time to insights. The Linux-based Vulkan-only build target with headless rendering support allows you to read data from the framebuffers in the rendering pipeline and write it to disk, thereby removing the overhead of displaying an image to the surface, which is often not required for running simulation workloads.

Maintain high throughput in your Unity Simulation project by running multiple camera sensors in your project across multiple accelerators locally or in the cloud. The distributed rendering decouples the execution of the user scripts run on the CPU from the underlying rendering pipeline run on the accelerator. Removing the dependency on the windowing system allows you to run the executable generated from the build target in a flexible way in various environments.

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