Pith Number

pith:VL3FEATY

pith:2023:VL3FEATYQWIG74IAV3UTJQKVE7

not attested not anchored not stored refs pending

Inshrinkerator: Compressing Deep Learning Training Checkpoints via Dynamic Quantization

Alexey Tumanov, Amey Agrawal, Kexin Rong, Sameer Reddy, Satwik Bhattamishra, Venkata Prabhakara Sarath Nookala, Vidushi Vashishth

arxiv:2306.11800 v3 · 2023-06-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VL3FEATYQWIG74IAV3UTJQKVE7}

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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

An Efficient Compression of Deep Neural Network Checkpoints Based on Prediction and Context Modeling

Receipt and verification

First computed	2026-07-05T09:19:23.500350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aaf652027885906ff100aee934c15527f16cb47b277c6d33eebcbab6dd644b15

Aliases

arxiv: 2306.11800 · arxiv_version: 2306.11800v3 · doi: 10.48550/arxiv.2306.11800 · pith_short_12: VL3FEATYQWIG · pith_short_16: VL3FEATYQWIG74IA · pith_short_8: VL3FEATY

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/VL3FEATYQWIG74IAV3UTJQKVE7 \
  | 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: aaf652027885906ff100aee934c15527f16cb47b277c6d33eebcbab6dd644b15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a56fd5ed2e16c107e1779016b905866c3b4108abf82c86a9e3313fb8735a12ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-20T18:00:31Z",
    "title_canon_sha256": "43f88bb9e62cd1943fbbfc490abd627476a4111f7934e37911165e71a1ef1767"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11800",
    "kind": "arxiv",
    "version": 3
  }
}