Pith Number

pith:KYQ3ITLQ

pith:2020:KYQ3ITLQOWZH3D7AN57SHR5UIW

not attested not anchored not stored refs pending

Neural gradients are near-lognormal: improved quantized and sparse training

Brian Chmiel, Daniel Soudry, Elad Hoffer, Liad Ben-Uri, Moran Shkolnik, Ron Banner

arxiv:2006.08173 v3 · 2020-06-15 · cs.CV · 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{KYQ3ITLQOWZH3D7AN57SHR5UIW}

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

3 papers in Pith

Inner Product Aware Quantization: Provably Fast, Accurate, and Adaptive Algorithms

HRM-Text: Efficient Pretraining Beyond Scaling

Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI

Receipt and verification

First computed	2026-07-05T01:41:54.852810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5621b44d7075b27d8fe06f7f23c7b445b20cc8b02ec01986d32115e28a3184f8

Aliases

arxiv: 2006.08173 · arxiv_version: 2006.08173v3 · doi: 10.48550/arxiv.2006.08173 · pith_short_12: KYQ3ITLQOWZH · pith_short_16: KYQ3ITLQOWZH3D7A · pith_short_8: KYQ3ITLQ

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/KYQ3ITLQOWZH3D7AN57SHR5UIW \
  | 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: 5621b44d7075b27d8fe06f7f23c7b445b20cc8b02ec01986d32115e28a3184f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b989b9748bd3e7e3e40e5cb0406a5b683f85e474fbe6f7808d234aafa47168a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-15T07:00:15Z",
    "title_canon_sha256": "86d88a541035a9920a7078f47e8db10d093368278fa611bebfff6a00fb30049f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.08173",
    "kind": "arxiv",
    "version": 3
  }
}