Memory-Mapped Inference

Memory-mapped model loading vs eager loading. Memory-mapped access provides near-instant file open, demand-paged reads, and reduced resident memory when only a subset of tensors is accessed during inference.

CLI Equivalent

N/A

Key Concepts

  • Memory-mapped vs eager model loading comparison
  • Demand paging for reduced resident memory
  • Page fault tracking to verify access patterns

Run

cargo run --example acceleration_mmap_inference

Source

examples/acceleration/acceleration_mmap_inference/main.rs