Pith Number

pith:6MOLMATL

pith:2016:6MOLMATLEEGGC42XJ6THRQMPWN

not attested not anchored not stored refs pending

TF.Learn: TensorFlow's High-level Module for Distributed Machine Learning

Yuan Tang

arxiv:1612.04251 v1 · 2016-12-13 · cs.DC · 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{6MOLMATLEEGGC42XJ6THRQMPWN}

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

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning

Receipt and verification

First computed	2026-05-18T00:55:04.964748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f31cb6026b210c6173574fa678c18fb37f6fb7cda6504c0c437508951af22e72

Aliases

arxiv: 1612.04251 · arxiv_version: 1612.04251v1 · doi: 10.48550/arxiv.1612.04251 · pith_short_12: 6MOLMATLEEGG · pith_short_16: 6MOLMATLEEGGC42X · pith_short_8: 6MOLMATL

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/6MOLMATLEEGGC42XJ6THRQMPWN \
  | 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: f31cb6026b210c6173574fa678c18fb37f6fb7cda6504c0c437508951af22e72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7a79bf47ed90be69f57891f06b6c44357021962513fd1a2cad72ba60ab84439",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2016-12-13T16:00:51Z",
    "title_canon_sha256": "573f8a926d44e1faf65166811d9ab55a51b38e8d9a1c24fae67e2a548b32f1b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.04251",
    "kind": "arxiv",
    "version": 1
  }
}