Pith Number

pith:U7WCNTES

pith:2019:U7WCNTESBMMXXENMWJCNZEJQSW

not attested not anchored not stored refs pending

Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning

Minsoo Rhu, Youngeun Kwon

arxiv:1902.06468 v1 · 2019-02-18 · cs.DC · cs.AR · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U7WCNTESBMMXXENMWJCNZEJQSW}

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	2026-05-17T23:53:45.362673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7ec26cc920b197b91acb244dc91309584e64fef732039544940ede8dafaca9d

Aliases

arxiv: 1902.06468 · arxiv_version: 1902.06468v1 · doi: 10.48550/arxiv.1902.06468 · pith_short_12: U7WCNTESBMMX · pith_short_16: U7WCNTESBMMXXENM · pith_short_8: U7WCNTES

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/U7WCNTESBMMXXENMWJCNZEJQSW \
  | 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: a7ec26cc920b197b91acb244dc91309584e64fef732039544940ede8dafaca9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b53dc2392272877a0d2eb87e89671d90ba86b0b79c60541b9f9e79647171259d",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2019-02-18T09:07:07Z",
    "title_canon_sha256": "2edc3f74621864f70d7a71f230e80db2035fe047b8c41f1456d70ac81288c8cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.06468",
    "kind": "arxiv",
    "version": 1
  }
}