Pith Number

pith:GNMABAXA

pith:2020:GNMABAXALPRSZSNOL2IEZ5FEZA

not attested not anchored not stored refs pending

When Ensembling Smaller Models is More Efficient than Single Large Models

Boqing Gong, Dan Kondratyuk, Matthew Brown, Mingxing Tan

arxiv:2005.00570 v1 · 2020-05-01 · 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{GNMABAXALPRSZSNOL2IEZ5FEZA}

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	2026-07-05T00:59:59.585007Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33580082e05be32cc9ae5e904cf4a4c8082df083837e17ff7cb7010eb16dca16

Aliases

arxiv: 2005.00570 · arxiv_version: 2005.00570v1 · doi: 10.48550/arxiv.2005.00570 · pith_short_12: GNMABAXALPRS · pith_short_16: GNMABAXALPRSZSNO · pith_short_8: GNMABAXA

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/GNMABAXALPRSZSNOL2IEZ5FEZA \
  | 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: 33580082e05be32cc9ae5e904cf4a4c8082df083837e17ff7cb7010eb16dca16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ac9baa3084b7302e47925ed734618dd986529f25e352a79b6e1591753331427",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-01T18:56:18Z",
    "title_canon_sha256": "65f9ba1cb91bb5888393bd312dddd711fe205cabdc6ec97771314f236991a53d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.00570",
    "kind": "arxiv",
    "version": 1
  }
}