Pith Number

pith:SH6ILEYE

pith:2025:SH6ILEYEMYROHFTRKVF32524H6

not attested not anchored not stored refs pending

wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation

Audrey C. Therrien, Benjamin Hawks, Dennis Plotnikov, Dmitri Demler, Donovan Sproule, Elham E Khoda, Giuseppe Di Guglielmo, Hamza Ezzaoui Rahali, Jason Weitz, Javier Duarte, Karla Tame-Narvaez, Keegan A. Smith, Mohammad Mehdi Rahimifar, Nhan Tran, Russell Marroquin, Vladimir Loncar

arxiv:2511.05615 v1 · 2025-11-06 · cs.LG · cs.AI · cs.AR · physics.ins-det

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SH6ILEYEMYROHFTRKVF32524H6}

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.

Cited by

1 paper in Pith

DiffHLS: Differential Learning for High-Level Synthesis QoR Prediction with GNNs and LLM Code Embeddings

Receipt and verification

First computed	2026-06-05T01:15:17.720446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91fc8593046622e39671554bbd775c3fb71ef16dbfad9d4fb46c336c9a32c499

Aliases

arxiv: 2511.05615 · arxiv_version: 2511.05615v1 · doi: 10.48550/arxiv.2511.05615 · pith_short_12: SH6ILEYEMYRO · pith_short_16: SH6ILEYEMYROHFTR · pith_short_8: SH6ILEYE

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/SH6ILEYEMYROHFTRKVF32524H6 \
  | 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: 91fc8593046622e39671554bbd775c3fb71ef16dbfad9d4fb46c336c9a32c499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c2198f33ba3538cb9b537a423c2439400e2c9d2ea788880322972ebd93f28ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "physics.ins-det"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-06T17:18:13Z",
    "title_canon_sha256": "1f31cd5dff038bdb7047ad6406ef8bd0982882d20ef8292ea93f7d6fd9458d21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.05615",
    "kind": "arxiv",
    "version": 1
  }
}