Pith Number

pith:QI7GERE4

pith:2023:QI7GERE4TKP52ZJDOL5JGG2SN2

not attested not anchored not stored refs pending

TAPAS: Fast and Automatic Derivation of Tensor Parallel Strategies for Large Neural Networks

Ang Wang, Chencan Wu, Jialin Li, Jie Zhang, Le Jiang, Wei Lin, Xiaokui Xiao, Yong Li, Ziji Shi

arxiv:2302.00247 v2 · 2023-02-01 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QI7GERE4TKP52ZJDOL5JGG2SN2}

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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

FEPLB: Exploiting Copy Engines for Nearly Free MoE Load Balancing in Distributed Training

Receipt and verification

First computed	2026-07-05T11:48:19.011789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

823e62449c9a9fdd652372fa931b526e8235b5c983b983aaff28ab37f25a4403

Aliases

arxiv: 2302.00247 · arxiv_version: 2302.00247v2 · doi: 10.48550/arxiv.2302.00247 · pith_short_12: QI7GERE4TKP5 · pith_short_16: QI7GERE4TKP52ZJD · pith_short_8: QI7GERE4

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/QI7GERE4TKP52ZJDOL5JGG2SN2 \
  | 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: 823e62449c9a9fdd652372fa931b526e8235b5c983b983aaff28ab37f25a4403

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25473d4d8792d0820d065cd1cdeaa4ca63df645646835a410d3a6736642eab94",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-01T05:22:28Z",
    "title_canon_sha256": "a81f30f634795c9612f046499643927e257a90c30f7c6a42cbd7435ec69c0021"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00247",
    "kind": "arxiv",
    "version": 2
  }
}