The Modern Deep Learning Deployment Toolkit: Bridging the Gap from Research to Production
If your target is the iOS ecosystem, Core ML allows you to leverage the Apple Neural Engine (ANE) for incredibly fast, on-device inference. 5. Monitoring and MLOps deep learning deployment toolkit
A mature deployment toolkit, such as NVIDIA’s , Intel’s OpenVINO , or the cross-platform ONNX Runtime , is not a single tool but an integrated pipeline. This pipeline typically consists of four core stages. The Modern Deep Learning Deployment Toolkit: Bridging the
The magic of deployment toolkits lies in how they shrink models and speed them up. The two most common techniques are and Pruning . such as NVIDIA’s