Pith Number

pith:D4TITP5G

pith:2021:D4TITP5G77I6NI2YXODG7LBQFB

not attested not anchored not stored refs pending

AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning

Abhinav Java, Abhishek Singh, Ayush Chopra, Praneeth Vepakomma, Ramesh Raskar, Surya Kant Sahu, Vivek Sharma

arxiv:2112.01637 v1 · 2021-12-02 · 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{D4TITP5G77I6NI2YXODG7LBQFB}

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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.

Cited by

1 paper in Pith

The Impact of Cut Layer Selection in Split Federated Learning

Receipt and verification

First computed	2026-07-05T03:37:12.913263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f2689bfa6ffd1e6a358bb866fac30287fae2c6ed99f629371daf29c12dd9ad5

Aliases

arxiv: 2112.01637 · arxiv_version: 2112.01637v1 · doi: 10.48550/arxiv.2112.01637 · pith_short_12: D4TITP5G77I6 · pith_short_16: D4TITP5G77I6NI2Y · pith_short_8: D4TITP5G

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/D4TITP5G77I6NI2YXODG7LBQFB \
  | 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: 1f2689bfa6ffd1e6a358bb866fac30287fae2c6ed99f629371daf29c12dd9ad5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd1f65e78d99375c08c3c4de401a620ef7ff85eed8f391514029898883fa2259",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-02T23:33:15Z",
    "title_canon_sha256": "7fe614a2809e055bf9a314ca594114d873040cf02c9363f668e24f969e3ebd49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.01637",
    "kind": "arxiv",
    "version": 1
  }
}