Pith Number

pith:6YGEMVQP

pith:2023:6YGEMVQPVQPMW7XTQHAHHMM5H2

not attested not anchored not stored refs pending

Practical Performance Guarantees for Pipelined DNN Inference

Aaron Archer, Kuikui Liu, Matthew Fahrbach, Prakash Prabhu

arxiv:2311.03703 v3 · 2023-11-07 · 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{6YGEMVQPVQPMW7XTQHAHHMM5H2}

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	2026-07-05T08:27:00.035457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f60c46560fac1ecb7ef381c073b19d3e9871ec22a3952d40f506f79a345fd1d5

Aliases

arxiv: 2311.03703 · arxiv_version: 2311.03703v3 · doi: 10.48550/arxiv.2311.03703 · pith_short_12: 6YGEMVQPVQPM · pith_short_16: 6YGEMVQPVQPMW7XT · pith_short_8: 6YGEMVQP

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/6YGEMVQPVQPMW7XTQHAHHMM5H2 \
  | 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: f60c46560fac1ecb7ef381c073b19d3e9871ec22a3952d40f506f79a345fd1d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25de8e0dd42026266f51ac5463569da2daac24b01a1fa02f1613ba1791ce2c23",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-07T03:55:39Z",
    "title_canon_sha256": "6d0f3a638af8da501fc642308e9dbff31d17b51cebef7007ff61bcfa168d38c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03703",
    "kind": "arxiv",
    "version": 3
  }
}