Pith Number

pith:HTE6SM27

pith:2022:HTE6SM27PIXK7XVJMA4D3LCXQU

not attested not anchored not stored refs pending

VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer

Guoliang Kang, Haoyu Ma, Mengshu Sun, Tianlong Chen, Xiaolong Ma, Yanzhi Wang, Yifan Jiang, Zhangyang Wang

arxiv:2201.06618 v2 · 2022-01-17 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HTE6SM27PIXK7XVJMA4D3LCXQU}

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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

3 papers in Pith

DxPTA: An Architecture Design Space Exploration with Optical Dataflow-guided Strategy for HW/SW Co-Design of Photonic Transformer Accelerators

FlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformers

Trilinear Compute-in-Memory Architecture for Energy-Efficient Transformer Acceleration

Receipt and verification

First computed	2026-07-05T03:58:05.943757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cc9e9335f7a2eafdea960383dac578505b40f706bea2383c7926ea7612891ed

Aliases

arxiv: 2201.06618 · arxiv_version: 2201.06618v2 · doi: 10.48550/arxiv.2201.06618 · pith_short_12: HTE6SM27PIXK · pith_short_16: HTE6SM27PIXK7XVJ · pith_short_8: HTE6SM27

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/HTE6SM27PIXK7XVJMA4D3LCXQU \
  | 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: 3cc9e9335f7a2eafdea960383dac578505b40f706bea2383c7926ea7612891ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e5a9cde61831296bc2541c6a1e01a0403fe2e7d05664431d21dae03aae4ecc0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-17T20:27:52Z",
    "title_canon_sha256": "c9333d155df9dab1cbde9129d3005d8a40aa1a9ac9e5bb44e6b15404852ae648"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06618",
    "kind": "arxiv",
    "version": 2
  }
}