Integrity report for AMDP: Asynchronous Multi-Directional Pipeline Parallelism for Large-Scale Models Training

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.29664 · pith:2026:GRALRY4DTUR34CIZ3TIFOJE3QO

0Critical

0Advisory

5Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-05 04:35:51.022028+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-03 15:48:29.447558+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-31 17:50:46.916421+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-31 05:50:08.775174+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-29 12:24:40.020986+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/GRALRY4D/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.