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Topic

Kernel compilation caching

Reusing torch.compile output instead of regenerating identical CUDA kernels on every pod start.

Current clusters

build1 distinct publisher

Model size picks which of six GPU cold-start bottlenecks you pay for

An instrumented run from pod creation to first response found eight minutes spread over six phases, with kernel recompilation eating a 64 GB model's startup and an S3 download pattern eating a 203 GB model's.

Publishers:thenewstack.io

Reality

Evidence56
Adoption: Insufficient
Hype gap+28
Incentives76

Confidence

Kernel compilation caching — Clarity Today