Pith Number

pith:ASTVAKLZ

pith:2020:ASTVAKLZ466XGCPJ5NQYA7VE6H

not attested not anchored not stored refs pending

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications

Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan Debardeleben, Niranjhana Narayanan, Zitao Chen

arxiv:2004.01743 v1 · 2020-04-03 · cs.DC · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ASTVAKLZ466XGCPJ5NQYA7VE6H}

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	2026-07-05T00:52:37.805708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04a7502979e7bd7309e9eb61807ea4f1e51aca413f43bc10fdcc3fbf179f8013

Aliases

arxiv: 2004.01743 · arxiv_version: 2004.01743v1 · doi: 10.48550/arxiv.2004.01743 · pith_short_12: ASTVAKLZ466X · pith_short_16: ASTVAKLZ466XGCPJ · pith_short_8: ASTVAKLZ

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/ASTVAKLZ466XGCPJ5NQYA7VE6H \
  | 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: 04a7502979e7bd7309e9eb61807ea4f1e51aca413f43bc10fdcc3fbf179f8013

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0154bed834af3ded216b41af46f0a6f8ccb420b729389cc886bb407dcfd2bac4",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-04-03T19:26:23Z",
    "title_canon_sha256": "330a00fc604541225933e354fb4e7c4517ba4baf762c2aef386830b66aaf137b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.01743",
    "kind": "arxiv",
    "version": 1
  }
}