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ProCreations/repro-a-short-and-unified-convergence-analysis-of-the-sag-saga-and-iag-algorithms

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Reproduction: A Short and Unified Convergence Analysis of the SAG, SAGA, and IAG Algorithms

An open experiment logbook, published with Trackio.

The original audit remains in reproduce.py. A separate strengthened audit replays the shifted-window proof chain and the real-data non-convex theorem:

bash

python upgrade_audit.py \
  --a9a source/a9a \
  --paper-pdf source/paper.pdf \
  --source-tar source/source.tar \
  --output-dir /tmp/sag-saga-iag-upgrade

The checked-in result is upgrade_outputs/upgrade_results.json; source hashes and every generated artifact hash are included in the bundle.