Pith Number

pith:SZPRQ3BL

pith:2019:SZPRQ3BLDY3FMJSBPEEB7O4XKO

not attested not anchored not stored refs pending

Mixed Precision Training With 8-bit Floating Point

Bharat Kaul, Dipankar Das, Naveen Mellempudi, Sudarshan Srinivasan

arxiv:1905.12334 v1 · 2019-05-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZPRQ3BLDY3FMJSBPEEB7O4XKO}

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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

3 papers in Pith

Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention

LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

DHFP-PE: Dual-Precision Hybrid Floating Point Processing Element for AI Acceleration

Receipt and verification

First computed	2026-05-17T23:44:44.613818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

965f186c2b1e3656264179081fbb9753927fd129f59195fb44fdca9bfa016ca6

Aliases

arxiv: 1905.12334 · arxiv_version: 1905.12334v1 · doi: 10.48550/arxiv.1905.12334 · pith_short_12: SZPRQ3BLDY3F · pith_short_16: SZPRQ3BLDY3FMJSB · pith_short_8: SZPRQ3BL

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/SZPRQ3BLDY3FMJSBPEEB7O4XKO \
  | 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: 965f186c2b1e3656264179081fbb9753927fd129f59195fb44fdca9bfa016ca6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bee589f83336b808f2495f122955ec6d18f788f31ee50ac4082f859ef257631a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-29T11:25:09Z",
    "title_canon_sha256": "acc3c9cb967e315105362111b7f25995c082f938f230db5f8cbd26fb3c50976c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.12334",
    "kind": "arxiv",
    "version": 1
  }
}