Pith Number

pith:PO7HEKPQ

pith:2024:PO7HEKPQ3752QRLTZQONWFLTWC

not attested not anchored not stored refs pending

Inference Optimization of Foundation Models on AI Accelerators

George Karypis, Jiaji Huang, Jonas K\"ubler, Jun Huan, Kailash Budhathoki, Liangfu Chen, Matth\"aus Kleindessner, Volkan Cevher, Yida Wang, Youngsuk Park

arxiv:2407.09111 v2 · 2024-07-12 · cs.AI · 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{PO7HEKPQ3752QRLTZQONWFLTWC}

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	2026-07-05T09:14:21.611535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bbe7229f0dffba84573cc1cdb1573b0a51677223bd7740f0d510c3d869691e9

Aliases

arxiv: 2407.09111 · arxiv_version: 2407.09111v2 · doi: 10.48550/arxiv.2407.09111 · pith_short_12: PO7HEKPQ3752 · pith_short_16: PO7HEKPQ3752QRLT · pith_short_8: PO7HEKPQ

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/PO7HEKPQ3752QRLTZQONWFLTWC \
  | 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: 7bbe7229f0dffba84573cc1cdb1573b0a51677223bd7740f0d510c3d869691e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b38eb529a964c5055da5eb8b049e37087362cff6ab25439ba1fd0dde190ce152",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-12T09:24:34Z",
    "title_canon_sha256": "11b8b5baebbc69f1a2e4a94362e59549e79d0a108a23c34f26221fb00404d487"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09111",
    "kind": "arxiv",
    "version": 2
  }
}