Inference Infrastructure21 min
Benchmarking Inference Capacity
Measure useful capacity with a frozen workload, per-class latency goals, queue evidence, and failure tests.
Huang Tzu Lin
2 posts
Measure useful capacity with a frozen workload, per-class latency goals, queue evidence, and failure tests.
Build a versioned evaluation set and a regression gate that can reveal where a system starts to fail.