Popping the GPU Bubble
Summary
Moondream reveals how its Photon inference engine uses pipelined decoding to hide GPU idle time during autoregressive token generation. The approach relies on ping-pong buffers, separate copy streams, and a commit-before-finalize ordering to overlap CPU work with GPU forward and sampling. The post provides a cost model and real-world measurements showing significant speedups with increased benefit on faster GPUs.