Pith Number

pith:HH2MM2EJ

pith:2024:HH2MM2EJGG5IOL3PCPN6EV4EHO

not attested not anchored not stored refs pending

ReCycle: Resilient Training of Large DNNs using Pipeline Adaptation

Athinagoras Skiadopoulos, Christos Kozyrakis, Mark Zhao, Swapnil Gandhi

arxiv:2405.14009 v2 · 2024-05-22 · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HH2MM2EJGG5IOL3PCPN6EV4EHO}

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

PHOENIX: Resilient LLM Training with Hot-Swapping via Zero-Overhead Checkpoint

Receipt and verification

First computed	2026-07-05T09:11:47.335664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39f4c6688931ba872f6f13dbe257843bb1552dc160b86de035a192e75e21d357

Aliases

arxiv: 2405.14009 · arxiv_version: 2405.14009v2 · doi: 10.48550/arxiv.2405.14009 · pith_short_12: HH2MM2EJGG5I · pith_short_16: HH2MM2EJGG5IOL3P · pith_short_8: HH2MM2EJ

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/HH2MM2EJGG5IOL3PCPN6EV4EHO \
  | 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: 39f4c6688931ba872f6f13dbe257843bb1552dc160b86de035a192e75e21d357

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "931284f09d73c7e05c249c684c991456a1edd28657bf774134759e0bdfa71bad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-05-22T21:35:56Z",
    "title_canon_sha256": "8d1514e53fc378a3450a96900d148f889ba15327aabf28cb4ffd7106c3d68f84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14009",
    "kind": "arxiv",
    "version": 2
  }
}