Pith Number

pith:JIF2FLP5

pith:2016:JIF2FLP5PLQA7RR7UO2HW6GIGR

not attested not anchored not stored refs pending

How to scale distributed deep learning?

Forrest Iandola, Kurt Keutzer, Peter H. Jin, Qiaochu Yuan

arxiv:1611.04581 v1 · 2016-11-14 · 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{JIF2FLP5PLQA7RR7UO2HW6GIGR}

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	2026-05-18T00:59:12.752130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a0ba2adfd7ae00fc63fa3b47b78c83467e90f309a833211a6d67c028a517d13

Aliases

arxiv: 1611.04581 · arxiv_version: 1611.04581v1 · doi: 10.48550/arxiv.1611.04581 · pith_short_12: JIF2FLP5PLQA · pith_short_16: JIF2FLP5PLQA7RR7 · pith_short_8: JIF2FLP5

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/JIF2FLP5PLQA7RR7UO2HW6GIGR \
  | 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: 4a0ba2adfd7ae00fc63fa3b47b78c83467e90f309a833211a6d67c028a517d13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3285bf3e12cd1a256d5219ad4273857358bab719abb0d5ee5ea9b9b8738e28f2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-14T20:59:54Z",
    "title_canon_sha256": "36f6ab8c78eab5d9ec98a1e255585bfd3c148d9bbaed01c6aec8b3605e946792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.04581",
    "kind": "arxiv",
    "version": 1
  }
}