Pith Number

pith:4U4YTELA

pith:2023:4U4YTELATC5LODZPXSQIL7WN3D

not attested not anchored not stored refs pending

ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines

Phillip B. Gibbons, Pratik Fegade, Siyuan Chen, Tianqi Chen, Todd C. Mowry

arxiv:2302.03851 v1 · 2023-02-08 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4U4YTELATC5LODZPXSQIL7WN3D}

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	2026-07-05T05:39:58.420168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e53989916098bab70f2fbca085fecdd8ebe365736f0840c54acb1e3f0be61815

Aliases

arxiv: 2302.03851 · arxiv_version: 2302.03851v1 · doi: 10.48550/arxiv.2302.03851 · pith_short_12: 4U4YTELATC5L · pith_short_16: 4U4YTELATC5LODZP · pith_short_8: 4U4YTELA

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/4U4YTELATC5LODZPXSQIL7WN3D \
  | 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: e53989916098bab70f2fbca085fecdd8ebe365736f0840c54acb1e3f0be61815

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1af7eba6b553590789316b07c3386991c3a8615ede223a6fa30d4067d20549f",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-08T02:56:36Z",
    "title_canon_sha256": "fd54610d1d9a10ea20dd92776a6eccabae1f904077383be6f8a9e9f4e718fe34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03851",
    "kind": "arxiv",
    "version": 1
  }
}