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metadata
title: Reproduction Unifying Low Dimensional Spectra
emoji: 🎯
colorFrom: purple
colorTo: blue
sdk: static
pinned: false
tags:
  - icml2026-repro
  - paper-RwiGcN2feP

Reproduction bundle

Deterministic Trackio audit of all six exact registered claims for OpenReview RwiGcN2feP. The registered numbering and empirical references are pinned to immutable arXiv 2404.06106v1; current v3 is separately pinned and revision-mapped.

PYTHONWARNINGS=error python3 reproduce.py --output replay
PYTHONWARNINGS=error python3 validate_evidence.py
python3 build_manifest.py --verify

The bundle executes the exact Hessian, Papyan-decomposition, gradient, and weight objects with destructive boundary controls. It also includes paired byte-identical paper-scale runs for:

  • the Deep Linear UFM (K=3,d=60,n=40,L=5,l=3, one million epochs), and
  • the ReLU Deep UFM (K=3,d=65,n=40,L=5,l=4, one million epochs).

An independent NumPy oracle reconstructs the ReLU layer-W4 Jacobian, exact nonzero Hessian spectrum, and gradient projection. The earlier reduced K=3,d=14,n=16,L=4 proxy is retained only as history and is not counted. Claim 5's unsupported “about 0.2” initial alignment remains an explicit literal falsification rather than being silently rounded into a match.