Pith Number

pith:S252APSG

pith:2024:S252APSGOFMB5QZ6XNA2UKKMWN

not attested not anchored not stored refs pending

Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling

Bin Cui, Chengjun Liu, Dian Jiao, Di Wang, Hailin Zhang, Hao Wu, Jinbao Xue, Penghao Zhao, Shuaipeng Li, Weiyan Wang, Xingwu Sun, Yangyu Tao, Zheng Fang

arxiv:2405.14578 v5 · 2024-05-23 · 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{S252APSGOFMB5QZ6XNA2UKKMWN}

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.

Receipt and verification

First computed	2026-07-05T09:27:00.801690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96bba03e4671581ec33ebb41aa294cb35ff01d3b03cea9a4845809d239dfd3f8

Aliases

arxiv: 2405.14578 · arxiv_version: 2405.14578v5 · doi: 10.48550/arxiv.2405.14578 · pith_short_12: S252APSGOFMB · pith_short_16: S252APSGOFMB5QZ6 · pith_short_8: S252APSG

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/S252APSGOFMB5QZ6XNA2UKKMWN \
  | 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: 96bba03e4671581ec33ebb41aa294cb35ff01d3b03cea9a4845809d239dfd3f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53bf62ce0a0ee9601f38a9033a570beaf26620e91d4fffdaf32af3f5a7937096",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-23T13:52:36Z",
    "title_canon_sha256": "04da36bf2fac23244d2d966e548e488ad1362fefd092f9a9ea5a477467aa97a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14578",
    "kind": "arxiv",
    "version": 5
  }
}