Pith Number

pith:74VMUVAZ

pith:2019:74VMUVAZKFXKS7C6OJ6VMPDQYU

not attested not anchored not stored refs pending

Improving Neural Network Quantization without Retraining using Outlier Channel Splitting

Christopher De Sa, Jordan Dotzel, Ritchie Zhao, Yuwei Hu, Zhiru Zhang

arxiv:1901.09504 v3 · 2019-01-28 · 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{74VMUVAZKFXKS7C6OJ6VMPDQYU}

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	2026-05-17T23:45:20.320012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff2aca5419516ea97c5e727d563c70c5212ae67771ab044f91b0eb9449561bb8

Aliases

arxiv: 1901.09504 · arxiv_version: 1901.09504v3 · doi: 10.48550/arxiv.1901.09504 · pith_short_12: 74VMUVAZKFXK · pith_short_16: 74VMUVAZKFXKS7C6 · pith_short_8: 74VMUVAZ

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/74VMUVAZKFXKS7C6OJ6VMPDQYU \
  | 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: ff2aca5419516ea97c5e727d563c70c5212ae67771ab044f91b0eb9449561bb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1be50396117c145353ad491da1b9240426c5388d17a6b9ca4166b390d62a7d0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-28T03:50:35Z",
    "title_canon_sha256": "d7c0bfc89beaadf5730832533a9c92ddd6dc16bd5db4a5a5959eac18d53af593"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09504",
    "kind": "arxiv",
    "version": 3
  }
}