Pith. sign in
Pith Number

pith:2AOQCL7E

pith:2024:2AOQCL7EXYU4TC3IMZQVDO4Q6U
not attested not anchored not stored refs pending

Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients

Bumsub Ham, Dohyung Kim, Jaehyeon Moon, Jeimin Jeon, Junghyup Lee

arxiv:2407.12637 v1 · 2024-07-17 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2AOQCL7EXYU4TC3IMZQVDO4Q6U}

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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.
Receipt and verification
First computed 2026-07-05T08:45:07.465036Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d01d012fe4be29c98b68666151bb90f5041ef865cab7bf37d3e62f75d6c62223

Aliases

arxiv: 2407.12637 · arxiv_version: 2407.12637v1 · doi: 10.48550/arxiv.2407.12637 · pith_short_12: 2AOQCL7EXYU4 · pith_short_16: 2AOQCL7EXYU4TC3I · pith_short_8: 2AOQCL7E
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2AOQCL7EXYU4TC3IMZQVDO4Q6U \
  | 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: d01d012fe4be29c98b68666151bb90f5041ef865cab7bf37d3e62f75d6c62223
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "091d002a247e81b8aa3fd3664f0d598a9a029c538f063e972a3a406b9f82b652",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-17T15:06:12Z",
    "title_canon_sha256": "28c714e7463efa81ab5870785ad33ddb792476fcfc7b9aad9fc424e33fc8fffc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12637",
    "kind": "arxiv",
    "version": 1
  }
}