Pith Number

pith:KVUHFLEH

pith:2022:KVUHFLEHGPUBNNGXV3W6P7W4EN

not attested not anchored not stored refs pending

Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime

Alexander Hoffman, Ehsan Saboori, MohammadHossein AskariHemmat, Olivier Mastropietro, Saad Ashfaq, Sudhakar Sah

arxiv:2207.08820 v1 · 2022-07-18 · 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{KVUHFLEHGPUBNNGXV3W6P7W4EN}

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	2026-07-05T04:41:13.950829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

556872ac8733e816b4d7aeede7fedc236687be2629e9e6198a52dc5bdedc37e3

Aliases

arxiv: 2207.08820 · arxiv_version: 2207.08820v1 · doi: 10.48550/arxiv.2207.08820 · pith_short_12: KVUHFLEHGPUB · pith_short_16: KVUHFLEHGPUBNNGX · pith_short_8: KVUHFLEH

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/KVUHFLEHGPUBNNGXV3W6P7W4EN \
  | 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: 556872ac8733e816b4d7aeede7fedc236687be2629e9e6198a52dc5bdedc37e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f6f09659663d949d14ae5007dc3504760ff484e68e16a157149a64130370d91",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-18T15:05:17Z",
    "title_canon_sha256": "304eb4e863114cb9325165068d2a7b33e4dc89f16d0a60bd63379b4a18f9723c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.08820",
    "kind": "arxiv",
    "version": 1
  }
}