Pith Number

pith:UT4LZCO7

pith:2016:UT4LZCO7UHUZVPGU2XZZS45TB4

not attested not anchored not stored refs pending

Recurrent Neural Networks With Limited Numerical Precision

Joachim Ott, Shih-Chii Liu, Ying Zhang, Yoshua Bengio, Zhouhan Lin

arxiv:1608.06902 v2 · 2016-08-24 · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UT4LZCO7UHUZVPGU2XZZS45TB4}

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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

Mixed Precision Training

Receipt and verification

First computed	2026-05-18T00:49:58.590553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4f8bc89dfa1e99abcd4d5f39973b30f114b17587a335db8ad0ea2f566a9b20b

Aliases

arxiv: 1608.06902 · arxiv_version: 1608.06902v2 · doi: 10.48550/arxiv.1608.06902 · pith_short_12: UT4LZCO7UHUZ · pith_short_16: UT4LZCO7UHUZVPGU · pith_short_8: UT4LZCO7

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/UT4LZCO7UHUZVPGU2XZZS45TB4 \
  | 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: a4f8bc89dfa1e99abcd4d5f39973b30f114b17587a335db8ad0ea2f566a9b20b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15c8d8216986cbcd137ec1a1888776f63baa753ba2604ffa877a75ab212a816f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2016-08-24T17:15:29Z",
    "title_canon_sha256": "45c84861c4896649c14eebd975a1a68a65c9f1055e0da59fe81e6331d02fd918"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1608.06902",
    "kind": "arxiv",
    "version": 2
  }
}