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On Device Verification

google-ai-edge/on-device-verification

Prove a converted or quantized LiteRT model on the actual device via the CompiledModel API - confirm GPU residency, compare device output against the source model, and diagnose device-only failures such as silent CPU fallback, whole-graph compile ceilings, and fp16 range...

communityprovisionalbackendproveconvertedquantized

skillrank score

█████░░░░░░░░░░░34

SkillRank score blends community stars, real usage, and our eval lift; provisional until a skill is evaluated -- so popularity alone can't reach the top tier.

source

★ 392

google-ai-edge/litert-samples

skills/on-device-verification

open on GitHub ▸

eval status

eval pending

Success delta, token delta, and trial count are not available yet. No eval number is shown until this skill has measured results.

install

$ skillrank install google-ai-edge/on-device-verification
$ curl -fsSL skillrank.dev | sh