Pith Number

pith:SUHXOV4S

pith:2023:SUHXOV4SU5DQWSB3UHWSYGNA67

not attested not anchored not stored refs pending

Just-in-time Quantization with Processing-In-Memory for Efficient ML Training

Ada Li, Mahzabeen Islam, Mohamed Assem Ibrahim, Shaizeen Aga, Suchita Pati

arxiv:2311.05034 v1 · 2023-11-08 · cs.AR · 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{SUHXOV4SU5DQWSB3UHWSYGNA67}

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	2026-07-05T07:10:53.683022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

950f775792a7470b483ba1ed2c19a0f7fa5bca826b034f2de69dd721fec13c84

Aliases

arxiv: 2311.05034 · arxiv_version: 2311.05034v1 · doi: 10.48550/arxiv.2311.05034 · pith_short_12: SUHXOV4SU5DQ · pith_short_16: SUHXOV4SU5DQWSB3 · pith_short_8: SUHXOV4S

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/SUHXOV4SU5DQWSB3UHWSYGNA67 \
  | 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: 950f775792a7470b483ba1ed2c19a0f7fa5bca826b034f2de69dd721fec13c84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fca7471f56db58df304d0efdc30f0a3e9165f17dca3dbbf689af871ed3c19a5",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2023-11-08T21:44:37Z",
    "title_canon_sha256": "18d54ce64f60dd73ca63c90666162383839fd177dabcd5d503332beb504d8137"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05034",
    "kind": "arxiv",
    "version": 1
  }
}