Pith Number

pith:WV555LEB

pith:2023:WV555LEBCM4LJXSSMJXAWTLOKI

not attested not anchored not stored refs pending

FP8 versus INT8 for efficient deep learning inference

Andrey Kuzmin, Chirag Patel, Eric Mahurin, Joseph Soriaga, Markus Nagel, Mart van Baalen, Sanghyuk Lee, Sundar Subramanian, Suparna S Nair, Tijmen Blankevoort, Yuwei Ren

arxiv:2303.17951 v2 · 2023-03-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WV555LEBCM4LJXSSMJXAWTLOKI}

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.

Cited by

4 papers in Pith

dMX: Differentiable Mixed-Precision Assignment for Low-Precision Floating-Point Formats

Analysis of Floating-Point Matrix Multiplication Computed via Integer Arithmetic

P3-LLM: An Integrated NPU-PIM Accelerator for Edge LLM Inference Using Hybrid Numerical Formats

SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining

Receipt and verification

First computed	2026-07-05T06:20:42.334971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b57bdeac811338b4de52626e0b4d6e5216831a95de01bbc0c362c2bacacc0257

Aliases

arxiv: 2303.17951 · arxiv_version: 2303.17951v2 · doi: 10.48550/arxiv.2303.17951 · pith_short_12: WV555LEBCM4L · pith_short_16: WV555LEBCM4LJXSS · pith_short_8: WV555LEB

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/WV555LEBCM4LJXSSMJXAWTLOKI \
  | 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: b57bdeac811338b4de52626e0b4d6e5216831a95de01bbc0c362c2bacacc0257

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f42dd16192463ec1dbb7b563b8ffd4a68c657b9ac63169d27c0e30c55f07996",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-31T10:29:17Z",
    "title_canon_sha256": "6b3e8d76a688e73e23609a82fef5bf12b3e9099a2d17058530eef36ac96dcc98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.17951",
    "kind": "arxiv",
    "version": 2
  }
}