Pith Number

pith:M54UGAWI

pith:2024:M54UGAWIQ2CPYZGSC24ICFJLM6

not attested not anchored not stored refs pending

How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models

Andrew D. Bagdanov, Roberto Verdecchia, Simone Magistri, Tomaso Trinci

arxiv:2409.18664 v1 · 2024-09-27 · 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{M54UGAWIQ2CPYZGSC24ICFJLM6}

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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

Energy- and Memory-Efficient PEFT Methods for Personalized On-Device SLMs on Consumer GPUs

Receipt and verification

First computed	2026-07-05T09:12:39.354677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67794302c88684fc64d216b881152b67af055c9aaef145396c138a79b7673340

Aliases

arxiv: 2409.18664 · arxiv_version: 2409.18664v1 · doi: 10.48550/arxiv.2409.18664 · pith_short_12: M54UGAWIQ2CP · pith_short_16: M54UGAWIQ2CPYZGS · pith_short_8: M54UGAWI

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/M54UGAWIQ2CPYZGSC24ICFJLM6 \
  | 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: 67794302c88684fc64d216b881152b67af055c9aaef145396c138a79b7673340

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe8ca7fed9dacef83577c05faa523df8cb03440bc51363ffe5b45d9cdfdc6914",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-27T11:50:10Z",
    "title_canon_sha256": "ac8444eda5711a7dbee3ad422128053fb8e6de7de2a235ee523dcd0024214fe1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18664",
    "kind": "arxiv",
    "version": 1
  }
}