Durable experiment record · Local core code · curated results

Depth sweeps for Geometric Transformers

GT-Full and Pre-LN depth comparisons with commutator, task, and topological diagnostics.

6 code surfaces0 frozen runs1 code packagescatagi-gt-scaling

Experimental contract

What this family tests

descriptive finite depth sweeps

  • GT-Full depth sweep
  • Pre-LN depth sweep
  • Average-versus-accumulated obstruction audit

Book-to-code crosswalk

The highlighted Experiment cards covered here

This family is documented at chapter and run level but has no highlighted Experiment card in the current edition.

Implementation map

From entry point to source surface

Start here

These concrete files are selected from the complete registered source surface to orient the reader.

  • runner · staged-not-publiccategories-gt-archive:scripts/seq2seq_scaling_depth.pyLocate this file in the curated companion packet; no public download is currently offered.
  • runner · staged-not-publiccategories-gt-archive:scripts/seq2seq_wiki103_scaling-GT-Full.pyLocate this file in the curated companion packet; no public download is currently offered.
  • dependency · staged-not-publiccategories-gt-archive:scripts/datasets_linked_wt2.pyLocate this file in the curated companion packet; no public download is currently offered.
  • dependency · staged-not-publiccategories-gt-archive:scripts/datasets_ptb_wt.pyLocate this file in the curated companion packet; no public download is currently offered.

Author-declared entry points

  • scripts/seq2seq_scaling_depth.py
  • scripts/seq2seq_wiki103_scaling-GT-Full.py

Resolved code

dependency · 4
  • categories-gt-archive:scripts/datasets_linked_wt2.py
  • categories-gt-archive:scripts/datasets_ptb_wt.py
  • categories-gt-archive:scripts/seq2seq_scaling_GTFull.py
  • categories-gt-archive:scripts/topo_probe.py
runner · 2
  • categories-gt-archive:scripts/seq2seq_scaling_depth.py
  • categories-gt-archive:scripts/seq2seq_wiki103_scaling-GT-Full.py

Evidence record

Artifacts and frozen runs

Result artifacts

  • plots/GTFull-*
  • plots/GTLite-*

Run records

No run-level packet is registered. The family retains code-level provenance, but public run reproduction still requires curation.

Evidence boundary

The archived figures establish finite descriptive trends, not a fitted exponent, asymptotic scaling law, or GT-specific mechanism.

This registry links the experiments reported by the three books to their executable or archived code surfaces. A code link establishes traceability, not independent reproduction, correctness, or support for a claim beyond the experiment's stated boundary.