Measured on-device inference. Every number reproducible; every failure recorded.
Samsung Galaxy A53 5G · samsung-exynos-1280 · aarch64-android · core count unknown · RAM not reported
android 12 (build unknown)
The OS build is part of this device's identity. An OS update changes delegate behaviour, so the same machine on a new build is a new measurement target.
No artifact size is recorded for this device — the service compiles server-side, so we cannot weigh what actually ships — against an unreported amount of RAM — this device's total memory is not something the service exposes, so “what fits” cannot be answered here.
Peak resident memory is recorded per measurement in the table below; it is the child process's own high-water mark, so it is attributable to that recipe alone.
| Model | Recipe | Outcome | p50 ms | peak RSS MiB | size MiB | thermal | probe ratio |
|---|---|---|---|---|---|---|---|
| all-MiniLM-L6-v2 | ALL | success | 65.03 | 141 | — | unavailable | — |
| clip-vit-base-patch32 | unknown | success | 178.66 | 434 | — | unavailable | — |
| bart-base | ALL | success | 224.50 | 283 | — | unavailable | — |
| toxic-comment-model | ALL | success | 236.29 | 282 | — | unavailable | — |
| vit-base-patch16-224-in21k | unknown | success | 780.79 | 451 | — | unavailable | — |