Pith Number

pith:QNIOFQ76

pith:2024:QNIOFQ763G2Y5XF6DQYFHII4KH

not attested not anchored not stored refs pending

Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers

Abhimanyu Rajeshkumar Bambhaniya, Amir Yazdanbakhsh, Sheng-Chun Kao, Shivani Agrawal, Suvinay Subramanian, Tushar Krishna, Utku Evci

arxiv:2402.04744 v1 · 2024-02-07 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QNIOFQ763G2Y5XF6DQYFHII4KH}

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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

MXSens: Sensitivity-Aware Mixed-Precision Quantization for Efficient LLM Inference

Receipt and verification

First computed	2026-07-05T07:42:31.673670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8350e2c3fed9b58edcbe1c3053a11c51e5827b1e46b954bb872408dcc7bf054e

Aliases

arxiv: 2402.04744 · arxiv_version: 2402.04744v1 · doi: 10.48550/arxiv.2402.04744 · pith_short_12: QNIOFQ763G2Y · pith_short_16: QNIOFQ763G2Y5XF6 · pith_short_8: QNIOFQ76

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/QNIOFQ763G2Y5XF6DQYFHII4KH \
  | 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: 8350e2c3fed9b58edcbe1c3053a11c51e5827b1e46b954bb872408dcc7bf054e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e83ee28ed0360504633e4832b3708039c83c5c553925c3b3e26fe9c316ed56d",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T10:55:59Z",
    "title_canon_sha256": "a3eb3dc76c4424841ddf3d139d7f87dfc233d41c6e0e431c8306a4526e6a9ade"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04744",
    "kind": "arxiv",
    "version": 1
  }
}