Single-Batch Inference: Speculative Decoding on an A100
See how speculative decoding performs for single-batch requests on an NVIDIA A100. We analyze acceptance rates, latency, and the mechanics of the draft model gamble.
Tag: Latency
My Profiling Nightmare: The Warp Stall
A war story of chasing a 5ms latency spike to a single loose thread. How to read Nsight Systems and spot Warp Divergence.
· StrategyWhy AI Pilots Fail: The 80% Stat
Most enterprise AI fails not because of the model, but because of the 'Last Mile' integration costs. We breakdown the hidden latency budget of RAG.