COLUMBIA DEMO LAB← All demos

VISION MODEL / CAPACITY LAB 02

Find your device’s rhythm.

Eight retained sheets. Measured binary computation. Discover sustained capacity before choosing a deadline.

Desktop observer ↗
Checking device capabilities…

Configure an experiment

Camera starts only on your action. Raw video remains on this device. Sharing sends a small standardized grayscale thumbnail through the session store.

Ready · no camera active

8 sheets ≠ 8 network layers. Untrained deterministic weights; arithmetic correctness is tested, imaging accuracy is not.

Campaigns and operating policy

Discovery runs all six cadences for both workloads. Confirmations freeze your selected configuration and policy for three ten-minute runs. Stop cancels the remaining campaign.

Original Lab 1 · full 54-configuration sweep

VALID BNN RESULTS / SEC—
P95 COMPLETE UPDATE—
WORST COMPLETE UPDATE—
ACCEPTED SHEETS / SEC—
EIGHT-SHEET SPAN—
SKIPS / GAPS / ERRORS0 / 0 / 0

Latency over time 16 ms is a reference, not a verdict

Workload point cloud completed runs · maximum latency

Stage timings individual p95 values · never summed

Initialization, compilation, first result and 120 warmup updates are reported separately.

Evidence & run comparisons

Physical-phone qualification pending. Discovery results are characterization only.