Pith Number

pith:QBPINLGU

pith:2024:QBPINLGUHDYIWLNFOUL2QT2G4N

not attested not anchored not stored refs pending

DG-RePlAce: A Dataflow-Driven GPU-Accelerated Analytical Global Placement Framework for Machine Learning Accelerators

Andrew B. Kahng, Zhiang Wang

arxiv:2404.13049 v2 · 2024-03-16 · cs.AR · 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{QBPINLGUHDYIWLNFOUL2QT2G4N}

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	2026-07-05T08:34:17.173302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

805e86acd438f08b2da57517a84f46e3587650bada9af10a08b09cb51f3ed7ae

Aliases

arxiv: 2404.13049 · arxiv_version: 2404.13049v2 · doi: 10.48550/arxiv.2404.13049 · pith_short_12: QBPINLGUHDYI · pith_short_16: QBPINLGUHDYIWLNF · pith_short_8: QBPINLGU

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/QBPINLGUHDYIWLNFOUL2QT2G4N \
  | 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: 805e86acd438f08b2da57517a84f46e3587650bada9af10a08b09cb51f3ed7ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5879e5c8c346851dc2553f49c65f91696ed1bcf8db4592bc1f60855efa18b6e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-03-16T00:15:20Z",
    "title_canon_sha256": "d7850d7bd8063fd09f7b31737a5687b001add7b1e88529f07b5c2917d62efa62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.13049",
    "kind": "arxiv",
    "version": 2
  }
}