Pith Number

pith:NTVTTTRC

pith:2022:NTVTTTRCTOSML7EI7BOG3P44UH

not attested not anchored not stored refs pending

Transfer-Tuning: Reusing Auto-Schedules for Efficient Tensor Program Code Generation

Jos\'e Cano, Perry Gibson

arxiv:2201.05587 v2 · 2022-01-14 · cs.LG · cs.NE · cs.PF · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NTVTTTRCTOSML7EI7BOG3P44UH}

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	2026-07-05T04:55:28.931203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ceb39ce229ba4c5fc88f85c6dbf9ca1e460da584b65fd924514026a9634e324

Aliases

arxiv: 2201.05587 · arxiv_version: 2201.05587v2 · doi: 10.48550/arxiv.2201.05587 · pith_short_12: NTVTTTRCTOSM · pith_short_16: NTVTTTRCTOSML7EI · pith_short_8: NTVTTTRC

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/NTVTTTRCTOSML7EI7BOG3P44UH \
  | 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: 6ceb39ce229ba4c5fc88f85c6dbf9ca1e460da584b65fd924514026a9634e324

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35de5bfe2043810e471104ec18eb45ce77cc9e7101ced804f83a5bf8fe52b6a2",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.PF",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-14T18:17:05Z",
    "title_canon_sha256": "1b7f24b3ac0838f7af0b2c05ba1d52244b92f77b9f67d89816d74ab8ca9b0966"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.05587",
    "kind": "arxiv",
    "version": 2
  }
}