Pith Number

pith:Q2M63PDK

pith:2018:Q2M63PDKH7O6EWSNH4X5QL3NOH

not attested not anchored not stored refs pending

On Scale-out Deep Learning Training for Cloud and HPC

Bharat Kaul, Dheevatsa Mudigere, Dhiraj Kalamkar, Dipankar Das, Karthikeyan Vaidyanathan, Mikhail E. Smorkalov, Mikhail Shiryaev, Naveen Mellempudi, Pradeep Dubey, Sasikanth Avancha, Srinivas Sridharan

arxiv:1801.08030 v1 · 2018-01-24 · cs.DC · 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{Q2M63PDKH7O6EWSNH4X5QL3NOH}

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.

Receipt and verification

First computed	2026-05-18T00:25:10.283902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8699edbc6a3fdde25a4d3f2fd82f6d71faac3e473c0953658e1ccc30fe341465

Aliases

arxiv: 1801.08030 · arxiv_version: 1801.08030v1 · doi: 10.48550/arxiv.1801.08030 · pith_short_12: Q2M63PDKH7O6 · pith_short_16: Q2M63PDKH7O6EWSN · pith_short_8: Q2M63PDK

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/Q2M63PDKH7O6EWSNH4X5QL3NOH \
  | 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: 8699edbc6a3fdde25a4d3f2fd82f6d71faac3e473c0953658e1ccc30fe341465

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "728e730ea055aed98f8236728d04cd1de5ae6c921fe3ef309bc81ce5d2d379f4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2018-01-24T15:38:17Z",
    "title_canon_sha256": "edc54ad61e3f60100d28d11b17de9d518bb918a82adfe98b19abaf71b49ff273"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.08030",
    "kind": "arxiv",
    "version": 1
  }
}