Pith Number

pith:HKACEKVM

pith:2022:HKACEKVMBXLKR4JNYS3XI26WSM

not attested not anchored not stored refs pending

DeepNet: Scaling Transformers to 1,000 Layers

Dongdong Zhang, Furu Wei, Hongyu Wang, Li Dong, Shaohan Huang, Shuming Ma

arxiv:2203.00555 v1 · 2022-03-01 · 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{HKACEKVMBXLKR4JNYS3XI26WSM}

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

15 papers in Pith

Dense Supervision Is Not Enough: The Readout Blind Spot in Looped Language Models

HAARES Half-Split Residual Basis Routing for Deep Transformers

Review Residuals: Update-Conditioned Residual Gating for Transformers

CascadeFormer: Depth-Tapered Transformers Motivated by Gradient Fan-in Asymmetry

Gated Normalization Removal and Scale Anchoring in Pre-Norm Transformers

Receipt and verification

First computed	2026-07-05T04:01:18.520429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a80222aac0dd6a8f12dc4b7746bd6932f4fd01fa9394e52867d55fd0c132bfd

Aliases

arxiv: 2203.00555 · arxiv_version: 2203.00555v1 · doi: 10.48550/arxiv.2203.00555 · pith_short_12: HKACEKVMBXLK · pith_short_16: HKACEKVMBXLKR4JN · pith_short_8: HKACEKVM

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/HKACEKVMBXLKR4JNYS3XI26WSM \
  | 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: 3a80222aac0dd6a8f12dc4b7746bd6932f4fd01fa9394e52867d55fd0c132bfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80e3417bf8fab4e2cafa37804df467f0fc5c79efd29e43532abc2c298a2c87db",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-01T15:36:38Z",
    "title_canon_sha256": "44c780711ca0898d8eb7326fa7123d14e5d72f78aedb03db30c7f742aa2f8107"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00555",
    "kind": "arxiv",
    "version": 1
  }
}