Pith Number

pith:GOTXWHEA

pith:2019:GOTXWHEAFK4WLUV2R365DCFZ4P

not attested not anchored not stored refs pending

SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems

Anshumali Shrivastava, Beidi Chen, Charlie Tai, James Farwell, Sameh Gobriel, Tharun Medini

arxiv:1903.03129 v2 · 2019-03-07 · 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{GOTXWHEAFK4WLUV2R365DCFZ4P}

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	2026-07-05T00:44:37.629243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33a77b1c802ab965d2ba8efdd188b9e3d6430b9ba5266b660f3e0ffd719e1dd6

Aliases

arxiv: 1903.03129 · arxiv_version: 1903.03129v2 · doi: 10.48550/arxiv.1903.03129 · pith_short_12: GOTXWHEAFK4W · pith_short_16: GOTXWHEAFK4WLUV2 · pith_short_8: GOTXWHEA

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/GOTXWHEAFK4WLUV2R365DCFZ4P \
  | 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: 33a77b1c802ab965d2ba8efdd188b9e3d6430b9ba5266b660f3e0ffd719e1dd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba0a305cb577c3ffd00f0970aeb3d521467dcddba342901202ae8897486922d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2019-03-07T19:12:07Z",
    "title_canon_sha256": "f89be5154c9f494f41ef578f998822483402256cb3bfb73f6fed3389a32f22f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03129",
    "kind": "arxiv",
    "version": 2
  }
}