Pith Number

pith:HTKLSDZY

pith:2025:HTKLSDZY42KC62QXWJRGA4463V

not attested not anchored not stored refs pending

ToFe: Lagged Token Freezing and Reusing for Efficient Vision Transformer Inference

Haoyue Zhang, Jie Zhang, Song Guo

arxiv:2507.16260 v1 · 2025-07-22 · cs.CV · 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{HTKLSDZY42KC62QXWJRGA4463V}

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	2026-07-05T11:41:06.577714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cd4b90f38e6942f6a17b26260739edd6babd63e2fbbc293e4d4e1403c4c7a42

Aliases

arxiv: 2507.16260 · arxiv_version: 2507.16260v1 · doi: 10.48550/arxiv.2507.16260 · pith_short_12: HTKLSDZY42KC · pith_short_16: HTKLSDZY42KC62QX · pith_short_8: HTKLSDZY

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/HTKLSDZY42KC62QXWJRGA4463V \
  | 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: 3cd4b90f38e6942f6a17b26260739edd6babd63e2fbbc293e4d4e1403c4c7a42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba72c4e69aa7d70f08b9cb1989ea86a954c6ff91204a50fd16be5f096f327e51",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-22T06:17:44Z",
    "title_canon_sha256": "ebef8c57e3bb18cf57a3bdb1c4f160281f0027fb283fd18ba6bdbb7df852e296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16260",
    "kind": "arxiv",
    "version": 1
  }
}