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Pith Number

pith:N4DQC4CQ

pith:2021:N4DQC4CQFIWJC7HDY4LCLCZ6SZ
not attested not anchored not stored refs pending

Automated Learning Rate Scheduler for Large-batch Training

Chiheon Kim, Donghoon Lee, Jongmin Kim, Saehoon Kim, Sungwoong Kim

arxiv:2107.05855 v1 · 2021-07-13 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N4DQC4CQFIWJC7HDY4LCLCZ6SZ}

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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

Receipt and verification
First computed 2026-07-05T02:57:28.993901Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6f070170502a2c917ce3c716258b3e966243fe4c4b3d60de061887a736009ce0

Aliases

arxiv: 2107.05855 · arxiv_version: 2107.05855v1 · doi: 10.48550/arxiv.2107.05855 · pith_short_12: N4DQC4CQFIWJ · pith_short_16: N4DQC4CQFIWJC7HD · pith_short_8: N4DQC4CQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N4DQC4CQFIWJC7HDY4LCLCZ6SZ \
  | 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: 6f070170502a2c917ce3c716258b3e966243fe4c4b3d60de061887a736009ce0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0ec0a7e7c65b8746f29ea99254f3b4569f693cedc2c580146897e7376891d312",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-13T05:23:13Z",
    "title_canon_sha256": "51e7b5f337c1b16e3b03b6f423c4b3a39468d4ce3ed025b5bcef9e605e962067"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.05855",
    "kind": "arxiv",
    "version": 1
  }
}