Pith Number

pith:API47333

pith:2026:API47333BDBWSLGXOVQTOIHGQW

not attested not anchored not stored refs pending

QScheduler: Adaptive Gradient Sampling for Zeroth-Order On-Device Training on INT8 NPUs

Anthony Kolar (GeePs), Erwan Libessart (GeePs), Laurent Folliot, Philippe B\'enab\`es (GeePs), Pierre Demaj, Victor Felipe Domingues Do Amaral (GeePs)

arxiv:2607.18802 v1 · 2026-07-21 · 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{API47333BDBWSLGXOVQTOIHGQW}

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	2026-07-22T01:23:13.302469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03d1cfef7b08c3692cd775613720e6859affe63653031664f69a99c214f25044

Aliases

arxiv: 2607.18802 · arxiv_version: 2607.18802v1 · doi: 10.48550/arxiv.2607.18802 · pith_short_12: API47333BDBW · pith_short_16: API47333BDBWSLGX · pith_short_8: API47333

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/API47333BDBWSLGXOVQTOIHGQW \
  | 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: 03d1cfef7b08c3692cd775613720e6859affe63653031664f69a99c214f25044

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a32ed9a4223197624fd3cba552640d82d93d2f37b5d13434dee069544022dcff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T07:30:08Z",
    "title_canon_sha256": "b6d9175e6e0f04e959f64e8bc5e10ac40e5d6e78c597712536beea842a930557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18802",
    "kind": "arxiv",
    "version": 1
  }
}