A GPU alone does not guarantee a faster LabVIEW application. This technical guide explains how ONNX Runtime Execution Providers optimize and partition computation graphs, how GraphMX connects them to LabVIEW, and what Graiphic’s open GPU benchmarks reveal about full-graph execution, memory transfers, and local high-throughput processing.
SOTA is Graiphic’s unified AI ecosystem for LabVIEW, covering deep learning, computer vision, generative AI and GPU acceleration. This guide explains how SOTA works and how to install the platform, its toolkits, drivers, add-ons and licenses.
We open-sourced our full LabVIEW benchmark suite and results. See why graph-compiled execution (TensorRT/CUDA via ONNX Runtime) consistently outpaces DLL-style approaches—and how DirectML broadens GPU support to AMD/Intel on Windows.
Graiphic introduces a comprehensive node-level testing project for ONNX Runtime execution providers, enhancing transparency and facilitating industrial adoption.