Pith Number

pith:VHJAJ2LB

pith:2026:VHJAJ2LBKTLCESQJ2LN2EIUKW5

not attested not anchored not stored refs pending

Systematic Evaluation of Learning Rate Scheduling Strategies Across Heterogeneous Architectures

Dmitry Ignatov, Hafsa Mateen, Radu Timofte

arxiv:2607.08511 v1 · 2026-07-09 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VHJAJ2LBKTLCESQJ2LN2EIUKW5}

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	2026-07-10T01:19:52.486546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9d204e96154d6224a09d2dba2228ab74a00fe48c48ed8d6037cdcf306b03aba

Aliases

arxiv: 2607.08511 · arxiv_version: 2607.08511v1 · doi: 10.48550/arxiv.2607.08511 · pith_short_12: VHJAJ2LBKTLC · pith_short_16: VHJAJ2LBKTLCESQJ · pith_short_8: VHJAJ2LB

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/VHJAJ2LBKTLCESQJ2LN2EIUKW5 \
  | 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: a9d204e96154d6224a09d2dba2228ab74a00fe48c48ed8d6037cdcf306b03aba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77ca54469d8de7b67f723b8d4c249e784bed90c74fc2fa3f8a8cb03d37d7e504",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T14:06:39Z",
    "title_canon_sha256": "dcc99c1e9d65d7dc49b35915d1783dc0a89dc27664a77b4914ce98cdd1a89d26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08511",
    "kind": "arxiv",
    "version": 1
  }
}