Pith Number

pith:IZXJP6RV

pith:2023:IZXJP6RVCRMUB36NJDGSXWHEPK

not attested not anchored not stored refs pending

Automated Heterogeneous Low-Bit Quantization of Multi-Model Deep Learning Inference Pipeline

Arijit Mukherjee, Jayeeta Mondal, Swarnava Dey

arxiv:2311.05870 v1 · 2023-11-10 · cs.CV · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZXJP6RVCRMUB36NJDGSXWHEPK}

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	2026-07-05T07:11:24.276338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

466e97fa35145940efcd48cd2bd8e47abe660ff013faa85830820e943065177c

Aliases

arxiv: 2311.05870 · arxiv_version: 2311.05870v1 · doi: 10.48550/arxiv.2311.05870 · pith_short_12: IZXJP6RVCRMU · pith_short_16: IZXJP6RVCRMUB36N · pith_short_8: IZXJP6RV

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/IZXJP6RVCRMUB36NJDGSXWHEPK \
  | 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: 466e97fa35145940efcd48cd2bd8e47abe660ff013faa85830820e943065177c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f8cca24eb7a1b1f0d9067df95291e4dc7f22c48a04afb7f691cd81f41813958",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-10T05:02:20Z",
    "title_canon_sha256": "75fa164f38fbee0913c1becd72de9ace0db266082cb6c92e3eaaf582bbc8dca1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05870",
    "kind": "arxiv",
    "version": 1
  }
}