Pith Number

pith:V3ISL5SV

pith:2026:V3ISL5SVHZT76VUYBSV3A5JMTH

not attested not anchored not stored refs pending

The Hidden Environmental Cost of Poor Coding Practices in TensorFlow and Keras Applications: A Study on Resource Leaks and Carbon Emissions

Alain Abran, Bashar Abdallah, Gustavo Santos, Mohammad Hamdaqa, Rola Al Bataineh

arxiv:2606.19799 v1 · 2026-06-18 · cs.SE · 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{V3ISL5SVHZT76VUYBSV3A5JMTH}

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	2026-06-19T16:12:35.581246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aed125f6553e67ff56980cabb0752c99e822e0d06f07f12370fa70313668b034

Aliases

arxiv: 2606.19799 · arxiv_version: 2606.19799v1 · doi: 10.48550/arxiv.2606.19799 · pith_short_12: V3ISL5SVHZT7 · pith_short_16: V3ISL5SVHZT76VUY · pith_short_8: V3ISL5SV

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/V3ISL5SVHZT76VUYBSV3A5JMTH \
  | 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: aed125f6553e67ff56980cabb0752c99e822e0d06f07f12370fa70313668b034

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22a88039a38e0aaee923a788e2bfb7aeb8a305d55471ec593e4a161c3ef00f16",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-18T05:09:10Z",
    "title_canon_sha256": "469578bad898fefbdee820be73fd301e568366e963f339cbb998332fad945b47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19799",
    "kind": "arxiv",
    "version": 1
  }
}