Pith Number

pith:ZIQDXWKA

pith:2022:ZIQDXWKALCIKW2ERBN6E56RWT6

not attested not anchored not stored refs pending

Benchmarking GPU and TPU Performance with Graph Neural Networks

Daniel Murnane, Nicholas Choma, Paolo Calafiura, Steven Farrell, Xiangyang Ju, Yunsong Wang

arxiv:2210.12247 v1 · 2022-10-21 · 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{ZIQDXWKALCIKW2ERBN6E56RWT6}

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	2026-07-05T05:09:25.716237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca203bd9405890ab68910b7c4efa369fb4f3d515b778198b9beb10010c50ee23

Aliases

arxiv: 2210.12247 · arxiv_version: 2210.12247v1 · doi: 10.48550/arxiv.2210.12247 · pith_short_12: ZIQDXWKALCIK · pith_short_16: ZIQDXWKALCIKW2ER · pith_short_8: ZIQDXWKA

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/ZIQDXWKALCIKW2ERBN6E56RWT6 \
  | 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: ca203bd9405890ab68910b7c4efa369fb4f3d515b778198b9beb10010c50ee23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00da57e206edf33fa5fdea9364869774f6f596d4bc8894011aa85b98131bf561",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-21T21:03:40Z",
    "title_canon_sha256": "ba5fa5de89b001f8006b983f6d2e84c66bc3727e8fac1e2c3a7073f777a16083"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12247",
    "kind": "arxiv",
    "version": 1
  }
}