Pith Number

pith:ODEKBUEG

pith:2017:ODEKBUEGUJCETEIWEPHIYTSBF4

not attested not anchored not stored refs pending

Exploring loss function topology with cyclical learning rates

Leslie N. Smith, Nicholay Topin

arxiv:1702.04283 v1 · 2017-02-14 · cs.LG · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODEKBUEGUJCETEIWEPHIYTSBF4}

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	2026-05-18T00:50:48.472888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70c8a0d086a24449911623ce8c4e412f1dc8c6d4ef21e4cdecbdad196873e2f8

Aliases

arxiv: 1702.04283 · arxiv_version: 1702.04283v1 · doi: 10.48550/arxiv.1702.04283 · pith_short_12: ODEKBUEGUJCE · pith_short_16: ODEKBUEGUJCETEIW · pith_short_8: ODEKBUEG

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/ODEKBUEGUJCETEIWEPHIYTSBF4 \
  | 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: 70c8a0d086a24449911623ce8c4e412f1dc8c6d4ef21e4cdecbdad196873e2f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8668ec8a5021a2ad13b78804bc73f4f36f400b3bd8ea26e9192fa943e4bd693",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-14T16:46:19Z",
    "title_canon_sha256": "508a0f9e6c2614e604a3e91c244c6f87ff86558cab958765b1efb656f2ec8947"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.04283",
    "kind": "arxiv",
    "version": 1
  }
}