Cubic-Rate Third-Order Langevin Optimizer / reference implementation
Failed on benchmark
Cubic-Rate Third-Order Langevin Optimizer — reference implementation
Runnable experiment code, benchmark implementation, machine-readable results and reports for this SynthCore idea.
Language: Python · Runtime: Python 3 · License: MIT
Public artifacts
bench_report.json— 4.6 KBbenchmark_mlp.py— 1.8 KBbenchmark_results.json— 1.1 KBreport.md— 1.7 KBreport_bench_2026-08-31T153402.md— 4.3 KBresults.json— 3.7 KBstage2_local_bench.py— 5.6 KBstage2_official_bench.py— 4.9 KBthird_order_optimizer.py— 3.4 KBverify_cubic_langevin.py— 3.8 KB