Pith Number

pith:IS42M7XT

pith:2022:IS42M7XTTU42FICUPQZA2UAXMT

not attested not anchored not stored refs pending

Memory Planning for Deep Neural Networks

Maksim Levental

arxiv:2203.00448 v1 · 2022-02-23 · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IS42M7XTTU42FICUPQZA2UAXMT}

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

Xema: Efficient Diffusion Serving through Fine-Grained Memory Management and Auto-Configuration

Receipt and verification

First computed	2026-07-05T04:01:17.452515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44b9a67ef39d39a2a0547c320d501764f8a2d6f55614c1368a241ee152aa8bb1

Aliases

arxiv: 2203.00448 · arxiv_version: 2203.00448v1 · doi: 10.48550/arxiv.2203.00448 · pith_short_12: IS42M7XTTU42 · pith_short_16: IS42M7XTTU42FICU · pith_short_8: IS42M7XT

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/IS42M7XTTU42FICUPQZA2UAXMT \
  | 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: 44b9a67ef39d39a2a0547c320d501764f8a2d6f55614c1368a241ee152aa8bb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53ec179d1fc2c686cb61dadd489fb9d8c2594244f9c56922712c1cbd860379da",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-23T05:28:18Z",
    "title_canon_sha256": "919b7e7028ab68f42c867adc9683b8d34a40fa1d94e136ddc12baeced225fa6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00448",
    "kind": "arxiv",
    "version": 1
  }
}