Pith Number

pith:DKGHEJAX

pith:2026:DKGHEJAXS43JIYWIZESD4EEDJ5

not attested not anchored not stored refs pending

GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization

Elias Stengel-Eskin, Jaemin Cho, Justin Chih-Yao Chen, Mohit Bansal, Zaid Khan

arxiv:2605.31464 v1 · 2026-05-29 · 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{DKGHEJAXS43JIYWIZESD4EEDJ5}

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	2026-06-01T02:04:07.365107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a8c72241797369462c8c9243e10834f5210b8509ee0df4a25feb17ab71f7696

Aliases

arxiv: 2605.31464 · arxiv_version: 2605.31464v1 · doi: 10.48550/arxiv.2605.31464 · pith_short_12: DKGHEJAXS43J · pith_short_16: DKGHEJAXS43JIYWI · pith_short_8: DKGHEJAX

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/DKGHEJAXS43JIYWIZESD4EEDJ5 \
  | 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: 1a8c72241797369462c8c9243e10834f5210b8509ee0df4a25feb17ab71f7696

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5a00d4efa03ecbcdd4026e9fcea01f955ddac7f33ea3cd910384a62b3dcd271",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-29T15:56:08Z",
    "title_canon_sha256": "ab92b8d73712121e3f669cbc56ed51c99abdadd619411e80b12046d2c9ae914b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31464",
    "kind": "arxiv",
    "version": 1
  }
}