EdgeFit Atlas

Measured on-device inference. Every number reproducible; every failure recorded.

Snapdragon 8 Elite QRD · sm8750

Snapdragon 8 Elite QRD · sm8750 · aarch64-android · core count unknown · RAM not reported

android 15 (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.

What runs here

CPUaccelerator
0246p50 latency, msall-MiniLM-L6-v2 · ALL1.2bart-base · ALL2.0toxic-comment-mode · ALL2.3clip-vit-base-patc · unknown2.4clip-vit-base-patc · ALL2.4vit-base-patch16-2 · ALL6.3vit-base-patch16-2 · unknown6.3
Every successful measurement on this unit, fastest first.

What fits

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.

ModelRecipeOutcomep50 mspeak RSS MiBsize MiBthermalprobe ratio
all-MiniLM-L6-v2ALLsuccess1.23199unavailable
bart-baseALLsuccess2.00205unavailable
toxic-comment-modelALLsuccess2.26233unavailable
clip-vit-base-patch32unknownsuccess2.42223unavailable
clip-vit-base-patch32ALLsuccess2.43226unavailable
vit-base-patch16-224-in21kALLsuccess6.26230unavailable
vit-base-patch16-224-in21kunknownsuccess6.26214unavailable