Pith Number

pith:EG7Q7646

pith:2018:EG7Q7646PPCZ26J32344XCTVL2

not attested not anchored not stored refs pending

Mixed Precision Training of Convolutional Neural Networks using Integer Operations

Alexander Heinecke, Bharat Kaul, Dheevatsa Mudigere, Dhiraj Kalamkar, Dipankar Das, Evangelos Georganas, Evarist Fomenko, Jesus Corbal, Karthik Vaidyanathan, Kunal Banerjee, Naveen Mellempudi, Nikita Shustrov, Pradeep Dubey, Roma Dubtsov, Sasikanth Avancha, Srinivas Sridharan, Vadim Pirogov

arxiv:1802.00930 v2 · 2018-02-03 · cs.NE · cs.LG · cs.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EG7Q7646PPCZ26J32344XCTVL2}

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.

Receipt and verification

First computed	2026-05-18T00:22:44.191689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21bf0ffb9e7bc59d793bd6f9cb8a755ebe49f073a7e89a01048dad2442166e3c

Aliases

arxiv: 1802.00930 · arxiv_version: 1802.00930v2 · doi: 10.48550/arxiv.1802.00930 · pith_short_12: EG7Q7646PPCZ · pith_short_16: EG7Q7646PPCZ26J3 · pith_short_8: EG7Q7646

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/EG7Q7646PPCZ26J32344XCTVL2 \
  | 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: 21bf0ffb9e7bc59d793bd6f9cb8a755ebe49f073a7e89a01048dad2442166e3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cab258f8ba941c4e9ac9c2b3a0faaf5ad08c8c99fc7d5968f6b0ea206ef21f5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-02-03T07:01:48Z",
    "title_canon_sha256": "a6a9e09dff25144b0ac9718d86059e9cefa9515ff206116b2959911ec9160768"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.00930",
    "kind": "arxiv",
    "version": 2
  }
}