MaximaLabsOpen app

Monitor Items — Convergence Diagnostics

Real-time residual-vs-iteration tracking for the active solve — the same convergence loop the solver itself reports status/iterations/residual for.

telemetryconvergenceresidual
Concept

Real-time residual-vs-iteration tracking for the active solve — the identical status/iterations/residual triple every unit op's SolveResult already reports, just plotted as it updates.

The math
Show the governing equations
rk    toleranceas kiterations\|r\|_k \;\rightarrow\; \text{tolerance} \quad \text{as } k \to \text{iterations}
A tall column (>=12 stages) may hit the iteration cap before ||r|| meets tolerance — the panel shows exactly where that happened rather than a bare pass/fail.
Execution