Adapt the algorithm for the hardware. OmniML accelerates the design and deployment of high performance, hardware-aware AI across all devices.
Adapt the algorithm for the hardware. OmniML accelerates the design and deployment of high performance, hardware-aware AI across all devices.
OmniML automates model design and reduces repetitive iterations by training once and adapting the algorithm for any device in production.
OmniML provides automated hardware-aware neural architecture search to provide the best models given hardware and latency targets.
OmniML improves accuracy and speed over the customer's original model without any manual changes to the model's design or parameters.
OmniML enables users to build, optimize, test, and deploy advanced AI models under different hardware constraints with ease and confidence.
OmniML’s software technology enables engineering and deployment teams across car navigation, electric vehicle manufacturers, robotics, smart camera, IoT, AR/VR, mobile, and industrial manufacturing companies to design, optimize, test, deploy, and autotune models for their devices. OmniML solves a fundamental mismatch between AI applications and hardware deployments and makes AI more accessible for everyone.
Achieve substantial improvement in accuracy & speed for resource-constrained on-device AI
Automate model design and reduce repetitive iterations by training once and adapting the algorithm for diverse platforms
Utilize more cost-effective hardware devices and reduce hardware vendor lock-in by adapting the model to the hardware for more choices and cost savings
