Pith Number

pith:SZ4EVOWB

pith:2022:SZ4EVOWBXIBNXJYZ76DG37TEIM

not attested not anchored not stored refs pending

Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment

Maxime Cordy, Mike Papadakis, Qiang Hu, Wei Ma, Xiaofei Xie, Yuejun Guo, Yves Le Traon

arxiv:2204.04220 v1 · 2022-04-08 · cs.LG · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZ4EVOWBXIBNXJYZ76DG37TEIM}

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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

Quantization Meets OOD: Generalizable Quantization-aware Training from a Flatness Perspective

Receipt and verification

First computed	2026-07-05T04:12:54.574667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96784abac1ba02dba719ff866dfe644319d825135930296c99cd21cd41604653

Aliases

arxiv: 2204.04220 · arxiv_version: 2204.04220v1 · doi: 10.48550/arxiv.2204.04220 · pith_short_12: SZ4EVOWBXIBN · pith_short_16: SZ4EVOWBXIBNXJYZ · pith_short_8: SZ4EVOWB

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/SZ4EVOWBXIBNXJYZ76DG37TEIM \
  | 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: 96784abac1ba02dba719ff866dfe644319d825135930296c99cd21cd41604653

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca1316e8e307b8625b9321446d7458403f96f7809f364adb71f905a5095eefd1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-08T11:19:16Z",
    "title_canon_sha256": "40487e9a05c37da18b1d277dddbbdfe106fc475a44ecabab4575b1ca79843469"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.04220",
    "kind": "arxiv",
    "version": 1
  }
}