pith. sign in
Pith Number

pith:ZKPROXRG

pith:2022:ZKPROXRG27TZ2NNQZEWQPHZTER
not attested not anchored not stored refs pending

Accuracy Booster: Enabling 4-bit Fixed-point Arithmetic for DNN Training

Ayan Chakraborty, Babak Falsafi, Martin Jaggi, Nicholas Sperry, Simla Burcu Harma, Yunho Oh

arxiv:2211.10737 v4 · 2022-11-19 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZKPROXRG27TZ2NNQZEWQPHZTER}

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 2026-07-05T08:25:26.887524Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ca9f175e26d7e79d35b0c92d079f3324421dc9e4ae94493694e530bfe410aa0c

Aliases

arxiv: 2211.10737 · arxiv_version: 2211.10737v4 · doi: 10.48550/arxiv.2211.10737 · pith_short_12: ZKPROXRG27TZ · pith_short_16: ZKPROXRG27TZ2NNQ · pith_short_8: ZKPROXRG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZKPROXRG27TZ2NNQZEWQPHZTER \
  | 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: ca9f175e26d7e79d35b0c92d079f3324421dc9e4ae94493694e530bfe410aa0c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f1ddf21850ad16b6baa1fedfb92e8f1eff5a2d72064eb4f0ef7db01212827895",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-19T16:17:11Z",
    "title_canon_sha256": "66c61ea97764cf065bbd9b1f8228d378ebfafdf0415f2031b5a04140895867dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.10737",
    "kind": "arxiv",
    "version": 4
  }
}