Pith Number

pith:TMOV3KOW

pith:2026:TMOV3KOWYXSG4LEW5ANPOIWOW4

not attested not anchored not stored refs pending

Breaking the Bubble: Asynchronous Pipeline Parallel Training with Bounded Weight Inconsistency

Avi Mendelson, Chaim Baskin, Eliron Rahimi, Itay Elam

arxiv:2606.07881 v1 · 2026-06-05 · 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{TMOV3KOWYXSG4LEW5ANPOIWOW4}

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	2026-06-09T01:04:54.460136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b1d5da9d6c5e46e2c96e81af722ceb728cd66e27685bccdd7c837e215b9f4a5

Aliases

arxiv: 2606.07881 · arxiv_version: 2606.07881v1 · doi: 10.48550/arxiv.2606.07881 · pith_short_12: TMOV3KOWYXSG · pith_short_16: TMOV3KOWYXSG4LEW · pith_short_8: TMOV3KOW

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/TMOV3KOWYXSG4LEW5ANPOIWOW4 \
  | 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: 9b1d5da9d6c5e46e2c96e81af722ceb728cd66e27685bccdd7c837e215b9f4a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84ce6d54aa1ec318a7f8600c3253b5f126e93cc9637149f153bbb51de7129ae5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-05T22:33:57Z",
    "title_canon_sha256": "31b91691031a2b9aef5ced19fb9997641dc95fa36539c22d6d4546a8645fa6eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07881",
    "kind": "arxiv",
    "version": 1
  }
}