Pith Number

pith:TMBYFKEG

pith:2024:TMBYFKEGPCQVHTNHL5GLKZSVFF

not attested not anchored not stored refs pending

Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time

Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso

arxiv:2409.18566 v2 · 2024-09-27 · 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{TMBYFKEGPCQVHTNHL5GLKZSVFF}

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	2026-07-05T10:17:49.905018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b0382a88678a153cda75f4cb56655294c04f3f31e7e7c6589fcb228b7cba6e0

Aliases

arxiv: 2409.18566 · arxiv_version: 2409.18566v2 · doi: 10.48550/arxiv.2409.18566 · pith_short_12: TMBYFKEGPCQV · pith_short_16: TMBYFKEGPCQVHTNH · pith_short_8: TMBYFKEG

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/TMBYFKEGPCQVHTNHL5GLKZSVFF \
  | 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: 9b0382a88678a153cda75f4cb56655294c04f3f31e7e7c6589fcb228b7cba6e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf054922f95b5edaf8da0ccb5f0f7bb3b73bbcb529592962e6d941be1428f22a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-27T09:10:44Z",
    "title_canon_sha256": "82843d49409d4fb52697817605ca8cd7010f7ae2c0e251f8b132c18184e836bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18566",
    "kind": "arxiv",
    "version": 2
  }
}