Pith Number

pith:BI774JRQ

pith:2025:BI774JRQE7DVCKZ62D4BCLOW2Q

not attested not anchored not stored refs pending

Low-Bit Integerization of Vision Transformers using Operand Reordering for Efficient Hardware

Ching-Yi Lin, Sahil Shah

arxiv:2504.18547 v2 · 2025-04-11 · cs.LG · cs.CV · cs.SY · eess.SY

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\usepackage{pith}
\pithnumber{BI774JRQE7DVCKZ62D4BCLOW2Q}

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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

Systolic Array-based Architecture for Low-Bit Integerized Vision Transformers

Receipt and verification

First computed	2026-07-05T11:48:25.494853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a3ffe263027c7512b3ed0f8112dd6d42c06f485abb6aefcf2340ed2109c50e0

Aliases

arxiv: 2504.18547 · arxiv_version: 2504.18547v2 · doi: 10.48550/arxiv.2504.18547 · pith_short_12: BI774JRQE7DV · pith_short_16: BI774JRQE7DVCKZ6 · pith_short_8: BI774JRQ

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/BI774JRQE7DVCKZ62D4BCLOW2Q \
  | 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: 0a3ffe263027c7512b3ed0f8112dd6d42c06f485abb6aefcf2340ed2109c50e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0a86e64419df5d7b094a876276ff8750f35b43552c826d97996485a0294a02e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-11T16:09:54Z",
    "title_canon_sha256": "5589755698bfa606b74630858767c493d1c2437f93cf715c719df0eb192b6934"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18547",
    "kind": "arxiv",
    "version": 2
  }
}