Pith Number

pith:PUMBEBBY

pith:2026:PUMBEBBYJNEUEYVUF4O3WSNU75

not attested not anchored not stored refs pending

Uncertainty-Aware End-to-End Co-Design of Neural Network Processors: From Training and Mapping to Fabrication

Gioele Zardini, Yujun Huang, Yuyang Du

arxiv:2606.04850 v1 · 2026-06-03 · cs.LG · cs.AI · cs.AR · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PUMBEBBYJNEUEYVUF4O3WSNU75}

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	2026-06-04T01:09:32.269792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d181204384b494262b42f1dbb49b4ff5bb40e1114b26a32fdb64c264cb5d629

Aliases

arxiv: 2606.04850 · arxiv_version: 2606.04850v1 · doi: 10.48550/arxiv.2606.04850 · pith_short_12: PUMBEBBYJNEU · pith_short_16: PUMBEBBYJNEUEYVU · pith_short_8: PUMBEBBY

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/PUMBEBBYJNEUEYVUF4O3WSNU75 \
  | 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: 7d181204384b494262b42f1dbb49b4ff5bb40e1114b26a32fdb64c264cb5d629

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9ad91608480a87f0e9b37799ef396cfabde47ced7de8ea8cc1e371ea698062a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-03T13:16:16Z",
    "title_canon_sha256": "353d0b9c08fa167b50b8c7313cf9be320e4a13d972aa0fbaf80b6a0bc008f9b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04850",
    "kind": "arxiv",
    "version": 1
  }
}