Pith Number

pith:HHISU5O5

pith:2024:HHISU5O5KKUZ3LP24PSTRK5GGK

not attested not anchored not stored refs pending

AdaScale: Dynamic Context-aware DNN Scaling via Automated Adaptation Loop on Mobile Devices

Bin Guo, Boqi Zhang, Hao Luo, Ke Ma, Sicong Liu, Yao Li, Yasan Ding, Yuzhan Wang, Zhiwen Yu

arxiv:2412.00724 v1 · 2024-12-01 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HHISU5O5KKUZ3LP24PSTRK5GGK}

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	2026-07-05T09:42:46.323851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39d12a75dd52a99dadfae3e538aba632851a5b7526d90e08ef8690e8eef5a692

Aliases

arxiv: 2412.00724 · arxiv_version: 2412.00724v1 · doi: 10.48550/arxiv.2412.00724 · pith_short_12: HHISU5O5KKUZ · pith_short_16: HHISU5O5KKUZ3LP2 · pith_short_8: HHISU5O5

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/HHISU5O5KKUZ3LP24PSTRK5GGK \
  | 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: 39d12a75dd52a99dadfae3e538aba632851a5b7526d90e08ef8690e8eef5a692

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d49680b6ad1d0a586e7eaf662028636258e8a593205b24b8e940ba2534a7c62",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-01T08:33:56Z",
    "title_canon_sha256": "3c7ffc318768c89a238922b38b2646098a0c5a40aa9908eaf53e3e7ed7b6783d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00724",
    "kind": "arxiv",
    "version": 1
  }
}