Pith Number

pith:BCOPMX5D

pith:2024:BCOPMX5D764RHOD76YBQFOAVP3

not attested not anchored not stored refs pending

Co-Designing Binarized Transformer and Hardware Accelerator for Efficient End-to-End Edge Deployment

Chao Fang, Haikuo Shao, Shaobo Ma, Yuhao Ji, Zhongfeng Wang

arxiv:2407.12070 v1 · 2024-07-16 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BCOPMX5D764RHOD76YBQFOAVP3}

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.

Cited by

1 paper in Pith

COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference

Receipt and verification

First computed	2026-07-05T11:01:25.409627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

089cf65fa3ffb913b87ff60302b8157efe81d81a34c156297eec00b8076dd12d

Aliases

arxiv: 2407.12070 · arxiv_version: 2407.12070v1 · doi: 10.48550/arxiv.2407.12070 · pith_short_12: BCOPMX5D764R · pith_short_16: BCOPMX5D764RHOD7 · pith_short_8: BCOPMX5D

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/BCOPMX5D764RHOD76YBQFOAVP3 \
  | 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: 089cf65fa3ffb913b87ff60302b8157efe81d81a34c156297eec00b8076dd12d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89a767bdf0bf6c667fe516de3086420b26b8682ee607dce9987756843e05e3fa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-16T12:36:10Z",
    "title_canon_sha256": "01b79599d06a8521246206fe8a2c1b0fa8b20db39509d73527291f35c06ddf33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12070",
    "kind": "arxiv",
    "version": 1
  }
}