Pith Number

pith:DM6TOMGO

pith:2020:DM6TOMGONJQWKHCTJEDBGFJZFU

not attested not anchored not stored refs pending

Transferable Graph Optimizers for ML Compilers

AmirAli Abdolrashidi, Anna Goldie, Azalia Mirhoseini, Daniel Wong, Hanxiao Liu, James Laudon, Peter Ma, Phitchaya Mangpo Phothilimthana, Qiumin Xu, Shen Wang, Sudip Roy, Yanqi Zhou

arxiv:2010.12438 v2 · 2020-10-21 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DM6TOMGONJQWKHCTJEDBGFJZFU}

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	2026-07-05T02:16:50.160417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b3d3730ce6a61651c5349061315392d22befaf51fdd0875c7b3ea4c1c755ded

Aliases

arxiv: 2010.12438 · arxiv_version: 2010.12438v2 · doi: 10.48550/arxiv.2010.12438 · pith_short_12: DM6TOMGONJQW · pith_short_16: DM6TOMGONJQWKHCT · pith_short_8: DM6TOMGO

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/DM6TOMGONJQWKHCTJEDBGFJZFU \
  | 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: 1b3d3730ce6a61651c5349061315392d22befaf51fdd0875c7b3ea4c1c755ded

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dfbebbf03c3833fafad15c14774e5c3629aca96da87eb6fb4221d1e7b60ca16",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-21T20:28:33Z",
    "title_canon_sha256": "0b0d774c63c6eb56efedb3c3a49927591498354afeb00d94c1835e43be362fa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12438",
    "kind": "arxiv",
    "version": 2
  }
}