Latent AI Efficient Inference Platform (LEIP)

By Latent AI Inc

Solution details




The Latent AI Efficient Inference Platform (LEIP) gives everybody from developers to IT the same tool to use to move neural networks from development to device simply, reliably, and securely with a dedicated and principled edge MLOps workflow. LEIP is an MLOps Software Development Kit (SDK) that can optimize and secure neural network runtimes for specific hardware targets. LEIP creates ultra-efficient and portable models optimized for compute, energy, and memory without requiring any changes to existing AI/ML infrastructure and frameworks. Customizable templates called Recipes are pre-qualified for a wide range of hardware targets and enable rapid prototyping of new models.



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