Pith Number

pith:6HUG3FKV

pith:2023:6HUG3FKV4EAH4PCMEUZFFWSWUF

not attested not anchored not stored refs pending

GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing

Aviral Shrivastava, Bob Iannucci, Carlee Joe-Wong, Chaoran Zhang, Edward Andert, Harshul Singh, James Laudon, Yanqi Zhou, Yi Hu

arxiv:2305.14562 v1 · 2023-05-23 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6HUG3FKV4EAH4PCMEUZFFWSWUF}

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	2026-07-05T06:13:25.042841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1e86d9555e1007e3c4c253252da56a17d5ed50df6806e0171ee35f645c645c8

Aliases

arxiv: 2305.14562 · arxiv_version: 2305.14562v1 · doi: 10.48550/arxiv.2305.14562 · pith_short_12: 6HUG3FKV4EAH · pith_short_16: 6HUG3FKV4EAH4PCM · pith_short_8: 6HUG3FKV

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/6HUG3FKV4EAH4PCMEUZFFWSWUF \
  | 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: f1e86d9555e1007e3c4c253252da56a17d5ed50df6806e0171ee35f645c645c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33896c624de3f9fc7b885df5828a654b6fe97c29bdd3b1e7cabd318ca5838d35",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-23T23:02:21Z",
    "title_canon_sha256": "0650f626c4ad3728e539933b425304091b685605c2709a8dc9cf73406f998baa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14562",
    "kind": "arxiv",
    "version": 1
  }
}