Pith Number

pith:TWWCXSCQ

pith:2024:TWWCXSCQY3RVJLUQX3DTPLKTDO

not attested not anchored not stored refs pending

Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs

Dingyi Dai, Jiahao Zhang, Qi Sun, Yaohui Cai, Yichi Zhang, Zhanqiu Hu, Zhiru Zhang

arxiv:2401.17544 v1 · 2024-01-31 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TWWCXSCQY3RVJLUQX3DTPLKTDO}

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	2026-07-05T07:39:38.428721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9dac2bc850c6e354ae90bec737ad531ba8e39366b20e08df60386259eb7322ba

Aliases

arxiv: 2401.17544 · arxiv_version: 2401.17544v1 · doi: 10.48550/arxiv.2401.17544 · pith_short_12: TWWCXSCQY3RV · pith_short_16: TWWCXSCQY3RVJLUQ · pith_short_8: TWWCXSCQ

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/TWWCXSCQY3RVJLUQX3DTPLKTDO \
  | 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: 9dac2bc850c6e354ae90bec737ad531ba8e39366b20e08df60386259eb7322ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20cfc77384352b82310da969b94510485725056e50ffeb107ebdecff8c928bb7",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-31T02:18:27Z",
    "title_canon_sha256": "1f21b5100ba7acdb67a91e8e72d00d9a6d9568c3268bfd6b36acca303b6a0b88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17544",
    "kind": "arxiv",
    "version": 1
  }
}