Pith Number

pith:DY5RCOPB

pith:2017:DY5RCOPB7RYRCCVQDLRVDAEW63

not attested not anchored not stored refs pending

Gradient Diversity: a Key Ingredient for Scalable Distributed Learning

Ashwin Pananjady, Dimitris Papailiopoulos, Dong Yin, Kannan Ramchandran, Max Lam, Peter Bartlett

arxiv:1706.05699 v3 · 2017-06-18 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DY5RCOPB7RYRCCVQDLRVDAEW63}

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

3 papers in Pith

Scaling Laws for Transfer

A General Language Assistant as a Laboratory for Alignment

Language Models (Mostly) Know What They Know

Receipt and verification

First computed	2026-05-18T00:26:36.919892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e3b1139e1fc71110ab01ae3518096f6d7466cf05e72aa8ac1dc4e9a6c5f3fcc

Aliases

arxiv: 1706.05699 · arxiv_version: 1706.05699v3 · doi: 10.48550/arxiv.1706.05699 · pith_short_12: DY5RCOPB7RYR · pith_short_16: DY5RCOPB7RYRCCVQ · pith_short_8: DY5RCOPB

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/DY5RCOPB7RYRCCVQDLRVDAEW63 \
  | 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: 1e3b1139e1fc71110ab01ae3518096f6d7466cf05e72aa8ac1dc4e9a6c5f3fcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5117252af6895aea63b21cfac88943c17073f9bce6af9696179667dcda746769",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-18T18:37:12Z",
    "title_canon_sha256": "5293d1717b9fe9a21cbcc018161989135381a9d1dd80ba306e67a2c2fa3224e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.05699",
    "kind": "arxiv",
    "version": 3
  }
}