Pith Number

pith:BG4OWGUS

pith:2024:BG4OWGUSLMB3YZ3U2H5NHPOAZR

not attested not anchored not stored refs pending

Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN Inference

Akshat Ramachandran, Geonhwa Jeong, John Gustafson, Tushar Krishna, Zishen Wan

arxiv:2403.05465 v2 · 2024-03-08 · cs.AR · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BG4OWGUSLMB3YZ3U2H5NHPOAZR}

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

AIRCHITECT v2: Learning the Hardware Accelerator Design Space through Unified Representations

Receipt and verification

First computed	2026-07-05T08:01:01.956439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09b8eb1a925b03bc6774d1fad3bdc0cc7f8cbda1798ad348744cf22340b543e3

Aliases

arxiv: 2403.05465 · arxiv_version: 2403.05465v2 · doi: 10.48550/arxiv.2403.05465 · pith_short_12: BG4OWGUSLMB3 · pith_short_16: BG4OWGUSLMB3YZ3U · pith_short_8: BG4OWGUS

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/BG4OWGUSLMB3YZ3U2H5NHPOAZR \
  | 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: 09b8eb1a925b03bc6774d1fad3bdc0cc7f8cbda1798ad348744cf22340b543e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcf7b2b2de6cc9d10d4ba6376363e32dcee2f41d2296005473b75f53f3713a2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-03-08T17:28:49Z",
    "title_canon_sha256": "0eb13eb7821d358a1c449efb3d96499e70cc5b77b797712496131fd5e3a305a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05465",
    "kind": "arxiv",
    "version": 2
  }
}