Pith Number

pith:YN7LDJCX

pith:2019:YN7LDJCXHROC2VPUMJOOO74EVS

not attested not anchored not stored refs pending

An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models

Andre Guntoro, Axel Acosta, Ingo Feldner, Kristine Back, Leonardo Ecco, Michael J. Klaiber, Robert Korn, Sebastian Vogel

arxiv:1910.11632 v2 · 2019-10-25 · cs.LG · cs.DC · 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{YN7LDJCXHROC2VPUMJOOO74EVS}

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	2026-07-05T00:20:02.271418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c37eb1a4573c5c2d55f4625ce77f84aca6d2589f89835f4faa7e23d43f0f9d38

Aliases

arxiv: 1910.11632 · arxiv_version: 1910.11632v2 · doi: 10.48550/arxiv.1910.11632 · pith_short_12: YN7LDJCXHROC · pith_short_16: YN7LDJCXHROC2VPU · pith_short_8: YN7LDJCX

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/YN7LDJCXHROC2VPUMJOOO74EVS \
  | 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: c37eb1a4573c5c2d55f4625ce77f84aca6d2589f89835f4faa7e23d43f0f9d38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "425e72f2f503e3580e7f817947b7fb075c5892a9852628226a719953485c2b2f",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-25T11:42:00Z",
    "title_canon_sha256": "6ce9a5507959b42fc31e88849882a5c1d54638e2f275642aac2ba168ce8e9cf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.11632",
    "kind": "arxiv",
    "version": 2
  }
}