Pith Number

pith:QL5O2VHN

pith:2018:QL5O2VHNYYQDEYG6MBCXN6EYYY

not attested not anchored not stored refs pending

FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks

Ashutosh Adhikari, Jimmy Lin, Raphael Tang

arxiv:1811.03060 v2 · 2018-11-07 · cs.LG · cs.CV · 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{QL5O2VHNYYQDEYG6MBCXN6EYYY}

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

1 paper in Pith

Neuron ranking -- an informed way to condense convolutional neural networks architecture

Receipt and verification

First computed	2026-05-18T00:00:07.858331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82faed54edc6203260de604576f898c61cda402aa478ca47731d54282fd6d1e2

Aliases

arxiv: 1811.03060 · arxiv_version: 1811.03060v2 · doi: 10.48550/arxiv.1811.03060 · pith_short_12: QL5O2VHNYYQD · pith_short_16: QL5O2VHNYYQDEYG6 · pith_short_8: QL5O2VHN

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/QL5O2VHNYYQDEYG6MBCXN6EYYY \
  | 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: 82faed54edc6203260de604576f898c61cda402aa478ca47731d54282fd6d1e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0f5135f2eb83abfd2f62f46a1d6c7589990b304792a36e2261b7244b363cabb",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-07T18:21:25Z",
    "title_canon_sha256": "2a2d0509307d26e9b268ab6f5c830fcffc10089165421a43bdbf61572c808626"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03060",
    "kind": "arxiv",
    "version": 2
  }
}