Pith Number

pith:TRKB3S4E

pith:2023:TRKB3S4ECBCQ23CIFA2QNMQVSZ

not attested not anchored not stored refs pending

Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference

Deepika Bablani, Dharmendra S. Modha, Jeffrey L. McKinstry, Rathinakumar Appuswamy, Steven K. Esser

arxiv:2301.13330 v2 · 2023-01-30 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TRKB3S4ECBCQ23CIFA2QNMQVSZ}

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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

SEADA: An efficient methodology for optimizing mixed-precision DNNs on multi-precision spatial architectures

Receipt and verification

First computed	2026-07-05T07:32:16.785003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c541dcb8410450d6c48283506b215965b35bd9eaa483c90f339acb9cbc6d470

Aliases

arxiv: 2301.13330 · arxiv_version: 2301.13330v2 · doi: 10.48550/arxiv.2301.13330 · pith_short_12: TRKB3S4ECBCQ · pith_short_16: TRKB3S4ECBCQ23CI · pith_short_8: TRKB3S4E

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/TRKB3S4ECBCQ23CIFA2QNMQVSZ \
  | 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: 9c541dcb8410450d6c48283506b215965b35bd9eaa483c90f339acb9cbc6d470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa0756fdfa1aa747eeacd8e3ba143d70d2321a0ad2cef4faf0b13cf334d14497",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-30T23:26:33Z",
    "title_canon_sha256": "5e8bc756d813f02f95bb4fec4ac0268cd05d9ef76d68b2e6a9a3f6957b61b047"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13330",
    "kind": "arxiv",
    "version": 2
  }
}