Edge Deployment

Optimize vision model deployment cost across cloud vs edge vs browser

+100 XP5 min6 / 13

Overview: Edge Deployment

WebGPU achieved full browser support in early 2026 — running SLMs in-browser is now practical with zero inference cost. TensorRT consistently delivers 2-5x speedup over unoptimized PyTorch through kernel fusion and quantization. ONNX Runtime provides the best cross-platform compatibility.

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