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Pith Number

pith:TPLIASXR

pith:2019:TPLIASXRAYAEEVPTO52C6ZOT5P
not attested not anchored not stored refs pending

ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining

Lukas Sekanina, Muhammad Abdullah Hanif, Muhammad Shafique, Vojtech Mrazek, Zdenek Vasicek

arxiv:1907.07229 v2 · 2019-06-11 · cs.NE · cs.LG

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\usepackage{pith}
\pithnumber{TPLIASXRAYAEEVPTO52C6ZOT5P}

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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.
Receipt and verification
First computed 2026-07-05T00:37:17.403563Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9bd6804af106004255f377742f65d3ebd6fff80a9d2a0ed9caaa6015035eaf51

Aliases

arxiv: 1907.07229 · arxiv_version: 1907.07229v2 · doi: 10.48550/arxiv.1907.07229 · pith_short_12: TPLIASXRAYAE · pith_short_16: TPLIASXRAYAEEVPT · pith_short_8: TPLIASXR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TPLIASXRAYAEEVPTO52C6ZOT5P \
  | 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: 9bd6804af106004255f377742f65d3ebd6fff80a9d2a0ed9caaa6015035eaf51
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e6f2fcce10abd8c9703113ff478059858a0c84bb2febefee81259c55b57b2c83",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-06-11T10:36:55Z",
    "title_canon_sha256": "1c173da7b548ef6e189fef966b442b189424f8dbd41bed82bede5bfd907bfdc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07229",
    "kind": "arxiv",
    "version": 2
  }
}