Pith Number

pith:4ARZQIFE

pith:2022:4ARZQIFE3H7NGUPMFDE5BUGZMH

not attested not anchored not stored refs pending

Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models

DoangJoo Synn, Jong-Kook Kim, JooYoung Park, XinYu Piao

arxiv:2210.05244 v1 · 2022-10-11 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ARZQIFE3H7NGUPMFDE5BUGZMH}

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	2026-07-05T05:05:14.620601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0239820a4d9fed351ec28c9d0d0d961f60e4b70b62c03b9ce65cffdfae90a68

Aliases

arxiv: 2210.05244 · arxiv_version: 2210.05244v1 · doi: 10.48550/arxiv.2210.05244 · pith_short_12: 4ARZQIFE3H7N · pith_short_16: 4ARZQIFE3H7NGUPM · pith_short_8: 4ARZQIFE

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/4ARZQIFE3H7NGUPMFDE5BUGZMH \
  | 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: e0239820a4d9fed351ec28c9d0d0d961f60e4b70b62c03b9ce65cffdfae90a68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "440dabddaed4696ffcc37e984fb7ef295f291a6165bfa24fa453bb727a0c5f3f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-10-11T08:22:30Z",
    "title_canon_sha256": "44865c58d9a5a443a0db4d1492d2ba315bf541115c7643d472fb91c505d36bec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.05244",
    "kind": "arxiv",
    "version": 1
  }
}