Pith Number

pith:O7BV3LQM

pith:2023:O7BV3LQMQM542R2XOF3WT2CQMN

not attested not anchored not stored refs pending

Towards Understanding the Generalizability of Delayed Stochastic Gradient Descent

Dacheng Tao, Dongsheng Li, Li Shen, Shengwei Li, Tao Sun, Xiaoge Deng

arxiv:2308.09430 v4 · 2023-08-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O7BV3LQMQM542R2XOF3WT2CQMN}

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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	2026-07-05T11:08:54.967895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77c35dae0c833bcd4757717769e850637ac4a175c7b1b1999ba26511d0101a85

Aliases

arxiv: 2308.09430 · arxiv_version: 2308.09430v4 · doi: 10.48550/arxiv.2308.09430 · pith_short_12: O7BV3LQMQM54 · pith_short_16: O7BV3LQMQM542R2X · pith_short_8: O7BV3LQM

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/O7BV3LQMQM542R2XOF3WT2CQMN \
  | 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: 77c35dae0c833bcd4757717769e850637ac4a175c7b1b1999ba26511d0101a85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd9eb59f0a2bee982259c3f228c8307558e815d6bf04f184ce5f8fcece3d6380",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-18T10:00:27Z",
    "title_canon_sha256": "b7b135f79f6a12387c25dc2b3c7eb3bbc31e3108cd160d425612f814321d7682"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.09430",
    "kind": "arxiv",
    "version": 4
  }
}