Pith Number

pith:UWKERGVL

pith:2023:UWKERGVLOISRV6ZCGJMUEX6L64

not attested not anchored not stored refs pending

Tensor Programs VI: Feature Learning in Infinite-Depth Neural Networks

Chen Zhu, Dingli Yu, Greg Yang, Soufiane Hayou

arxiv:2310.02244 v5 · 2023-10-03 · cs.NE · cond-mat.dis-nn · math.PR

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\usepackage{pith}
\pithnumber{UWKERGVLOISRV6ZCGJMUEX6L64}

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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

6 papers in Pith

Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors

Predictable Scaling Laws of Optimal Hyperparameters for LLM Continued Pre-training

How to Scale Mixture-of-Experts: From muP to the Maximally Scale-Stable Parameterization

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

There Will Be a Scientific Theory of Deep Learning

Receipt and verification

First computed	2026-07-05T07:00:09.711295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a594489aab72251afb223259425fcbf73f1397a0fa30b0fb625c18c086c3265f

Aliases

arxiv: 2310.02244 · arxiv_version: 2310.02244v5 · doi: 10.48550/arxiv.2310.02244 · pith_short_12: UWKERGVLOISR · pith_short_16: UWKERGVLOISRV6ZC · pith_short_8: UWKERGVL

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/UWKERGVLOISRV6ZCGJMUEX6L64 \
  | 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: a594489aab72251afb223259425fcbf73f1397a0fa30b0fb625c18c086c3265f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e26bbb17f1d45ba5b99a42ba68eb2757597bbe74a8df728f6bd0e2c85d3e2dc6",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-10-03T17:50:40Z",
    "title_canon_sha256": "1bf0801aeb08ca9b7bf36c467d6476d0898f073d41b8512aa385c63271c64d36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02244",
    "kind": "arxiv",
    "version": 5
  }
}