Pith Number

pith:BPBNEROJ

pith:2020:BPBNEROJHJSUVVYKAJS3NEYKXO

not attested not anchored not stored refs pending

Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead

Alberto Marchisio, Beatrice Bussolino, Guido Masera, Maurizio Capra, Maurizio Martina, Muhammad Shafique

arxiv:2012.11233 v1 · 2020-12-21 · cs.AR · 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{BPBNEROJHJSUVVYKAJS3NEYKXO}

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	2026-07-05T02:01:00.242827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bc2d245c93a654ad70a0265b6930abb93b679455df4af370d579eb6d1df979e

Aliases

arxiv: 2012.11233 · arxiv_version: 2012.11233v1 · doi: 10.48550/arxiv.2012.11233 · pith_short_12: BPBNEROJHJSU · pith_short_16: BPBNEROJHJSUVVYK · pith_short_8: BPBNEROJ

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/BPBNEROJHJSUVVYKAJS3NEYKXO \
  | 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: 0bc2d245c93a654ad70a0265b6930abb93b679455df4af370d579eb6d1df979e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51793fe0ea664c57f8843bc3a05cafb7795d6fbefe01e19135820f7ee027182f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2020-12-21T10:27:48Z",
    "title_canon_sha256": "2765e0e9612602c359b7f37d94f6c3e9a56e3bb71aab44cc75d7112eb1fc1a6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.11233",
    "kind": "arxiv",
    "version": 1
  }
}