Pith Number

pith:TS2HCLT6

pith:2025:TS2HCLT6HAXROCN5BSGCUXOR4H

not attested not anchored not stored refs pending

MAx-DNN: Multi-Level Arithmetic Approximation for Energy-Efficient DNN Hardware Accelerators

Dimitrios Soudris, Georgios Makris, Kiamal Pekmestzi, Sotirios Xydis, Vasileios Leon

arxiv:2506.21371 v1 · 2025-06-26 · 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{TS2HCLT6HAXROCN5BSGCUXOR4H}

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	2026-07-05T11:27:44.600206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cb4712e7e382f1709bd0c8c2a5dd1e1d0c2b59d393fdc0e73bf431be3e0f2e4

Aliases

arxiv: 2506.21371 · arxiv_version: 2506.21371v1 · doi: 10.48550/arxiv.2506.21371 · pith_short_12: TS2HCLT6HAXR · pith_short_16: TS2HCLT6HAXROCN5 · pith_short_8: TS2HCLT6

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/TS2HCLT6HAXROCN5BSGCUXOR4H \
  | 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: 9cb4712e7e382f1709bd0c8c2a5dd1e1d0c2b59d393fdc0e73bf431be3e0f2e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c453147204382b0d36465e827e6befb294b0e77efc62ddcd39641bf8544b2cd",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-26T15:21:12Z",
    "title_canon_sha256": "15bdf1c12f6a3146f142a1a41643812887b34980aa5baf8571a67af44481188e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21371",
    "kind": "arxiv",
    "version": 1
  }
}