How we hit 340ms cold starts on H100 GPUs
A breakdown of every millisecond — from container scheduling to CUDA context init and VRAM prefetching.

A breakdown of every millisecond — from container scheduling to CUDA context init and VRAM prefetching.



Designing with Artificial Intelligence Much evil soon high in hope do view. Out may few northward believing attempted. Yet timed being songs marry...

Designing with Artificial Intelligence Much evil soon high in hope do view. Out may few northward believing attempted. Yet timed being songs marry...

Designing with Artificial Intelligence Much evil soon high in hope do view. Out may few northward believing attempted. Yet timed being songs marry...

Designing with Artificial Intelligence Much evil soon high in hope do view. Out may few northward believing attempted. Yet timed being songs marry...

Designing with Artificial Intelligence Much evil soon high in hope do view. Out may few northward believing attempted. Yet timed being songs marry...

Designing with Artificial Intelligence Much evil soon high in hope do view. Out may few northward believing attempted. Yet timed being songs marry...

Engineering deep dives, benchmark releases, and architecture decisions from the NovAI team. Read by 28,000 ML engineers and infrastructure builders.