Pith Number

pith:5SUEQIWR

pith:2022:5SUEQIWRMC7RXGVMCIBK23Z32X

not attested not anchored not stored refs pending

Understanding the Failure of Batch Normalization for Transformers in NLP

Jiaxi Wang, Ji Wu, Lei Huang

arxiv:2210.05153 v1 · 2022-10-11 · cs.CL · 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{5SUEQIWRMC7RXGVMCIBK23Z32X}

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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

Batch Normalization Decomposed

Receipt and verification

First computed	2026-07-05T05:06:15.485646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eca84822d160bf1b9aac1202ad6f3bd5e9b66bf7581ef4b00342d0d3bd661089

Aliases

arxiv: 2210.05153 · arxiv_version: 2210.05153v1 · doi: 10.48550/arxiv.2210.05153 · pith_short_12: 5SUEQIWRMC7R · pith_short_16: 5SUEQIWRMC7RXGVM · pith_short_8: 5SUEQIWR

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/5SUEQIWRMC7RXGVMCIBK23Z32X \
  | 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: eca84822d160bf1b9aac1202ad6f3bd5e9b66bf7581ef4b00342d0d3bd661089

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b9c0899103b26df0c8e618b4ead79a8b2b7dc7e3636eea889596204d8d0d1de",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-11T05:18:47Z",
    "title_canon_sha256": "f05a55a03c5493b4a365b72999759dc5fb526af7fdf1e62a06f578af279b8306"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.05153",
    "kind": "arxiv",
    "version": 1
  }
}