Pith Number

pith:5QE7C4K3

pith:2023:5QE7C4K3OR7CCQ3OR5HGQ7IKK6

not attested not anchored not stored refs pending

Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training

Rie Johnson, Tong Zhang

arxiv:2306.00169 v2 · 2023-05-31 · 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{5QE7C4K3OR7CCQ3OR5HGQ7IKK6}

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

NeuralGrok: Accelerate Grokking by Neural Gradient Transformation

Receipt and verification

First computed	2026-07-05T07:06:28.935864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec09f1715b747e21436e8f4e687d0a57a3dc2720aa5763d597fc9d2156759f93

Aliases

arxiv: 2306.00169 · arxiv_version: 2306.00169v2 · doi: 10.48550/arxiv.2306.00169 · pith_short_12: 5QE7C4K3OR7C · pith_short_16: 5QE7C4K3OR7CCQ3O · pith_short_8: 5QE7C4K3

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/5QE7C4K3OR7CCQ3OR5HGQ7IKK6 \
  | 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: ec09f1715b747e21436e8f4e687d0a57a3dc2720aa5763d597fc9d2156759f93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10f3cf972d293af898560308d254236dcaaca9c4879e235977df898c8f945455",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-31T20:28:13Z",
    "title_canon_sha256": "0b7c66cbfaf9b629fbbbeb2406582bfe40e5b988f0ae8b010b279e3af84af731"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00169",
    "kind": "arxiv",
    "version": 2
  }
}