Pith Number

pith:K3S7H5YE

pith:2024:K3S7H5YE7NZNVRIXOBFR3TOQ5E

not attested not anchored not stored refs pending

DCP: Learning Accelerator Dataflow for Neural Network via Propagation

Mingyu Ding, Peng Xu, Ping Luo, Wenqi Shao

arxiv:2410.06553 v1 · 2024-10-09 · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K3S7H5YE7NZNVRIXOBFR3TOQ5E}

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	2026-07-05T09:18:03.968269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56e5f3f704fb72dac517704b1dcdd0e9084a98842c1026f2949fde4ba825d097

Aliases

arxiv: 2410.06553 · arxiv_version: 2410.06553v1 · doi: 10.48550/arxiv.2410.06553 · pith_short_12: K3S7H5YE7NZN · pith_short_16: K3S7H5YE7NZNVRIX · pith_short_8: K3S7H5YE

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/K3S7H5YE7NZNVRIXOBFR3TOQ5E \
  | 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: 56e5f3f704fb72dac517704b1dcdd0e9084a98842c1026f2949fde4ba825d097

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be4cef2f5eb8ab35ce43315305e7604c3d92d591d527a5c1d0f1531521a60746",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-09T05:16:44Z",
    "title_canon_sha256": "5573a1cf4ae6261e5fd7d3db950ad68e0cf04d1a7a943afddd6a2a1c57e7c92a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06553",
    "kind": "arxiv",
    "version": 1
  }
}