Pith Number

pith:7YITP32N

pith:2024:7YITP32NGRHKOREGDUHGQCHOYD

not attested not anchored not stored refs pending

Inference Performance Optimization for Large Language Models on CPUs

Bin Guo, Changqing Li, Chen Meng, Duyi Wang, Pujiang He, Shan Zhou, Sheng Gui, Weifei Yu, Wenhuan Huang, Yi Xie

arxiv:2407.07304 v1 · 2024-07-10 · cs.AI

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\usepackage{pith}
\pithnumber{7YITP32NGRHKOREGDUHGQCHOYD}

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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.

Cited by

1 paper in Pith

Active Imitation Learning for Thermal- and Kernel-Aware LFM Inference on 3D S-NUCA Many-Cores

Receipt and verification

First computed	2026-07-05T08:42:09.586459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe1137ef4d344ea744861d0e6808eec0f91434d9047a463a5e9a1ef6dbd71203

Aliases

arxiv: 2407.07304 · arxiv_version: 2407.07304v1 · doi: 10.48550/arxiv.2407.07304 · pith_short_12: 7YITP32NGRHK · pith_short_16: 7YITP32NGRHKOREG · pith_short_8: 7YITP32N

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/7YITP32NGRHKOREGDUHGQCHOYD \
  | 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: fe1137ef4d344ea744861d0e6808eec0f91434d9047a463a5e9a1ef6dbd71203

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "833d5e8a07660217f966904414acce9d09ae731566ee32019add5844736e3f41",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-10T01:53:49Z",
    "title_canon_sha256": "2e24f9cccc4aa313abd8781e252b2a115ab5ecaaca69be4a56a6a7c2a542ee45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07304",
    "kind": "arxiv",
    "version": 1
  }
}