Pith Number

pith:J5CWA5PQ

pith:2022:J5CWA5PQ5RIZSOWN7XITNCZJJT

not attested not anchored not stored refs pending

Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods

Andrew Jaegle, Evan Shelhamer, Jo\~ao Carreira, Nikhil Parthasarathy, Olivier H\'enaff, Relja Arandjelovic, Skanda Koppula, Yazhe Li

arxiv:2209.15589 v4 · 2022-09-30 · cs.CV · 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{J5CWA5PQ5RIZSOWN7XITNCZJJT}

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.

Cited by

1 paper in Pith

EXAONE Path 2.0: Pathology Foundation Model with End-to-End Supervision

Receipt and verification

First computed	2026-07-05T05:08:04.997108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f456075f0ec51993acdfdd1368b294cfbfb15ba27e8e556ffdc1e502adb1ffb

Aliases

arxiv: 2209.15589 · arxiv_version: 2209.15589v4 · doi: 10.48550/arxiv.2209.15589 · pith_short_12: J5CWA5PQ5RIZ · pith_short_16: J5CWA5PQ5RIZSOWN · pith_short_8: J5CWA5PQ

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/J5CWA5PQ5RIZSOWN7XITNCZJJT \
  | 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: 4f456075f0ec51993acdfdd1368b294cfbfb15ba27e8e556ffdc1e502adb1ffb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5726c995af6a84e0802ccb1c24e835eff17a427353223f2ef9c18d52d51ea7de",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-30T17:04:55Z",
    "title_canon_sha256": "62e1768c756371a553eba74153b86dd7e122751904b70411aa2487442d0bf703"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.15589",
    "kind": "arxiv",
    "version": 4
  }
}