Pith Number

pith:BA7IM3F3

pith:2023:BA7IM3F3HEPD5IPQFOSVZSN5OG

not attested not anchored not stored refs pending

Fast offset corrected in-memory training

Fabio Carta, Malte J. Rasch, Omebayode Fagbohungbe, Tayfun Gokmen

arxiv:2303.04721 v1 · 2023-03-08 · cs.LG · cs.AR · cs.ET

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BA7IM3F3HEPD5IPQFOSVZSN5OG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

On the Convergence Theory of Pipeline Gradient-based Analog In-memory Training

Receipt and verification

First computed	2026-07-05T08:57:32.898402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

083e866cbb391e3ea1f02ba55cc9bd71a06dffd3c91f4e2774e0b95a40d4b4ab

Aliases

arxiv: 2303.04721 · arxiv_version: 2303.04721v1 · doi: 10.48550/arxiv.2303.04721 · pith_short_12: BA7IM3F3HEPD · pith_short_16: BA7IM3F3HEPD5IPQ · pith_short_8: BA7IM3F3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/BA7IM3F3HEPD5IPQFOSVZSN5OG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 083e866cbb391e3ea1f02ba55cc9bd71a06dffd3c91f4e2774e0b95a40d4b4ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6b7023959d5d49b82ef36dd2d1ddfe1ddcd8c0cb152f8324e6b0c7d121409df",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-08T17:07:09Z",
    "title_canon_sha256": "768b8dce812c8c7aec518b7a33e46086cb3d06dc01781d4255c31ad28cc2e899"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.04721",
    "kind": "arxiv",
    "version": 1
  }
}