Pith Number

pith:ZGGURYF7

pith:2023:ZGGURYF7LL3DBX5O4XWFVLULYA

not attested not anchored not stored refs pending

MCR-DL: Mix-and-Match Communication Runtime for Deep Learning

Aamir Shafi, Ammar Ahmad Awan, Dhabaleswar Panda, Hari Subramoni, Jeff Rasley, Mustafa AbdulJabbar, Quentin Anthony, Yuxiong He

arxiv:2303.08374 v1 · 2023-03-15 · 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{ZGGURYF7LL3DBX5O4XWFVLULYA}

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	2026-07-05T05:51:32.281855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c98d48e0bf5af630dfaee5ec5aae8bc00973e9edb894c4410d45b49dfeab35eb

Aliases

arxiv: 2303.08374 · arxiv_version: 2303.08374v1 · doi: 10.48550/arxiv.2303.08374 · pith_short_12: ZGGURYF7LL3D · pith_short_16: ZGGURYF7LL3DBX5O · pith_short_8: ZGGURYF7

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/ZGGURYF7LL3DBX5O4XWFVLULYA \
  | 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: c98d48e0bf5af630dfaee5ec5aae8bc00973e9edb894c4410d45b49dfeab35eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1921455956655e6daa9c030fced910940ab0917460ac2e7a0a4b7f565898dc82",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-03-15T05:23:42Z",
    "title_canon_sha256": "231b5b82edfc4ac6b5439a8bf9a7e6f32398800d0b3e9bdb591780c628a922eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08374",
    "kind": "arxiv",
    "version": 1
  }
}