Pith Number

pith:6CIKL56F

pith:2023:6CIKL56FVSUUEXGNXX4IYWI7JP

not attested not anchored not stored refs pending

FFCV: Accelerating Training by Removing Data Bottlenecks

Aleksander Madry, Andrew Ilyas, Guillaume Leclerc, Hadi Salman, Logan Engstrom, Sung Min Park

arxiv:2306.12517 v1 · 2023-06-21 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6CIKL56FVSUUEXGNXX4IYWI7JP}

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

Mantis Shrimp: Exploring Photometric Band Utilization in Computer Vision Networks for Photometric Redshift Estimation

Receipt and verification

First computed	2026-07-05T06:23:39.540633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f090a5f7c5aca9425ccdbdf88c591f4bd58232011e39077204f588f4ec444c29

Aliases

arxiv: 2306.12517 · arxiv_version: 2306.12517v1 · doi: 10.48550/arxiv.2306.12517 · pith_short_12: 6CIKL56FVSUU · pith_short_16: 6CIKL56FVSUUEXGN · pith_short_8: 6CIKL56F

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/6CIKL56FVSUUEXGNXX4IYWI7JP \
  | 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: f090a5f7c5aca9425ccdbdf88c591f4bd58232011e39077204f588f4ec444c29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02cec43b73dbae9e12dd8dee758ae8e8d81c0181b09965c276dc3de4901995ff",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-21T19:06:41Z",
    "title_canon_sha256": "9bc557ecf632ed7309392ed13f1f7710ce032717f3e218cde0658eec180262fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12517",
    "kind": "arxiv",
    "version": 1
  }
}