Pith Number

pith:FOUZA6RR

pith:2023:FOUZA6RR76L7YCDMXSHSECRNS5

not attested not anchored not stored refs pending

Speed Limits for Deep Learning

Alexander A. Alemi, Inbar Seroussi, Moritz Helias, Zohar Ringel

arxiv:2307.14653 v1 · 2023-07-27 · stat.ML · cond-mat.dis-nn · 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{FOUZA6RR76L7YCDMXSHSECRNS5}

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

Learning with springs and sticks

Receipt and verification

First computed	2026-07-05T06:35:16.153117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ba9907a31ff97fc086cbc8f220a2d977a10dda53be71e4e9d9fb4c105385d52

Aliases

arxiv: 2307.14653 · arxiv_version: 2307.14653v1 · doi: 10.48550/arxiv.2307.14653 · pith_short_12: FOUZA6RR76L7 · pith_short_16: FOUZA6RR76L7YCDM · pith_short_8: FOUZA6RR

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/FOUZA6RR76L7YCDMXSHSECRNS5 \
  | 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: 2ba9907a31ff97fc086cbc8f220a2d977a10dda53be71e4e9d9fb4c105385d52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a004acca095b8b4070669905750fb5d2b5f51f05403eaab24780edc18e15fcef",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-27T06:59:46Z",
    "title_canon_sha256": "30f8fcaebc6ff79fae4e6ee6dce5180f810a1f9c60734900adcd6ace13a3413c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14653",
    "kind": "arxiv",
    "version": 1
  }
}