TECHNOLOGY PROFILE · TECH-0292
WebGPU
Web standard exposing modern GPU computation and graphics.
Reference link only — not reviewed this edition. This profile preserves the prepared catalog’s original descriptions. Advantages depend on the workload; comparisons are editorial, not benchmark results.
Where it has an edge
Browser GPU access enables client-side ML without native CUDA installation or a remote inference server.
Best-fit problems
Browser inference and GPU-accelerated web applications.
Tradeoffs & cautions
Browser/device support, memory and security constraints limit deployment.
What to test before choosing
Round-trip representative artifacts/messages; check compatibility, security, precision and version evolution.
Runtime & hardware
Across applications and runtimes
Access & licensing
Open specifications/implementations; usage terms vary
Execution
Format / protocol / component
Lifecycle
Not independently audited
Comparison basis
Editorial problem-fit judgement; no head-to-head benchmark performed
Connected concepts
Alternatives to investigate
WebGL · CUDA · Vulkan