Documentation & publications.
Product guides, whitepapers, public code and measurement results: Graiphic’s technical resources in one place.
Part of our research is published with its methods, sources and results.
Guides for using the toolkits.
Explore Graiphic’s ecosystem of tools and toolkits for integrating AI into LabVIEW architectures. Start with SOTA, then open the guide for the module your application needs.
Documentation repository
- SOTAInstallation and getting startedRead guide
- Deep LearningTraining and inference in LabVIEWRead guide
- Computer VisionImage processing and inspectionRead guide
- AcceleratorGPU-accelerated computingRead guide
- GenAIGenerative models in LabVIEWRead guide
- CUDAGPU computing and dependenciesRead guide
Whitepapers and open research.
These publications describe architectures and research directions. Not all of them describe shipped features.
- SOTA GO
ONNX graphs and visual orchestration in LabVIEW.
Read whitepaper - GO HW
From models to systems: hardware, I/O and heterogeneous targets.
Read whitepaper - FROG
A proposal for an open graphical dataflow language.
Read whitepaper - GO GenAI
Orchestrating models, logic and memory in one graph.
Read whitepaper - GO IML
Learning informed by constraints, knowledge and physics.
Read whitepaper - NEST
Local energy control research behind EKILOHA.
Read whitepaper
LabVIEW GPU acceleration, measured.
The LabVIEW GPU Benchmarks repository compares SOTA Accelerator Toolkit with CuLab, G2CPU and native CPU execution. The report, method and source VIs make the results inspectable; gains vary by hardware and workload.

Explore public projects.
The repositories contain specifications, examples and the current state of each project.
- FROG
Specification, examples and project status.
View repository - Graiphic Studio
Visual authoring environment in development around FROG.
View repository - NEST
Repository and publication for the energy control project.
View repository
Download the ecosystem.
One SOTA installer and a component catalog with selectors for your LabVIEW version.
Toolkit technical references.
Browse Graiphic’s published function references and technical guides, preserved at their original addresses.
Browse technical references