Pith Number

pith:DKDAM3SV

pith:2021:DKDAM3SVMU62UYSWXMNDF5BM7V

not attested not anchored not stored refs pending

DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS

Dennis G. Wilson, Erwan Lecarpentier, Herv\'e Luga, Kaitlin Maile

arxiv:2106.11655 v3 · 2021-06-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DKDAM3SVMU62UYSWXMNDF5BM7V}

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	2026-07-05T03:23:11.950798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a86066e55653daa6256bb1a32f42cfd5bcb50cd05d37ca1bc5021aeb795b594

Aliases

arxiv: 2106.11655 · arxiv_version: 2106.11655v3 · doi: 10.48550/arxiv.2106.11655 · pith_short_12: DKDAM3SVMU62 · pith_short_16: DKDAM3SVMU62UYSW · pith_short_8: DKDAM3SV

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/DKDAM3SVMU62UYSWXMNDF5BM7V \
  | 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: 1a86066e55653daa6256bb1a32f42cfd5bcb50cd05d37ca1bc5021aeb795b594

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68cac8372f90979750e61aa0af08ccf8b15051288d8e3b4ca54e493514c242d5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-22T10:22:31Z",
    "title_canon_sha256": "33d30c6a83926ca20c364513666bbe3f26bb5801fd170c50b9050909eafa8ace"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.11655",
    "kind": "arxiv",
    "version": 3
  }
}