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measure_resident_solve_throughput

gam_gpu::encode_throughput

Function measure_resident_solve_throughput 

Source 
pub fn measure_resident_solve_throughput(
    shape: EncodeShape,
    reps: usize,
) -> ResidentSolveThroughput
Expand description

Measure the device-resident penalized-normal-equations solve throughput for one shape: upload X once, then time reps solves that cross only w (H2D), rhs (H2D, fixed), and β (D2H) — the production IRLS inner step.

reps is the number of timed solves; w is perturbed per rep so each solve is genuine work, mirroring an IRLS weight update. Returns a ResidentSolveThroughput whose engaged flag is the false-routing guard: on a CPU-only host (or if the device declines) it is false and the rate is 0.0.