pith. sign in
Pith Number

pith:WXVO2KER

pith:2021:WXVO2KEREXNHJKA3ZODXEBANWF
not attested not anchored not stored refs pending

Improving the Efficiency of Transformers for Resource-Constrained Devices

Ajay Balasubramaniam, Bahram Zonooz, Elahe Arani, Hamid Tabani, Shabbir Marzban

arxiv:2106.16006 v1 · 2021-06-30 · cs.LG · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WXVO2KEREXNHJKA3ZODXEBANWF}

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 2026-07-05T02:54:02.376014Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b5eaed289125da74a81bcb8772040db17dfcb9de2b6e74892a46b131c8b2c054

Aliases

arxiv: 2106.16006 · arxiv_version: 2106.16006v1 · doi: 10.48550/arxiv.2106.16006 · pith_short_12: WXVO2KEREXNH · pith_short_16: WXVO2KEREXNHJKA3 · pith_short_8: WXVO2KER
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WXVO2KEREXNHJKA3ZODXEBANWF \
  | 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: b5eaed289125da74a81bcb8772040db17dfcb9de2b6e74892a46b131c8b2c054
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d50d651b7535b0fe73ddc9084090d291dd233b29297ee374b0e97a402fbf5b14",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-30T12:10:48Z",
    "title_canon_sha256": "edb4a23effee4e60414929f640e5a50cc48b8df5a57712e5cfbd281c8f4bf832"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.16006",
    "kind": "arxiv",
    "version": 1
  }
}