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Pith Number

pith:JPFKWTMP

pith:2019:JPFKWTMPWP6JZ3NTUPZYSXCYMN
not attested not anchored not stored refs pending

Reinforcement Learning and Adaptive Sampling for Optimized DNN Compilation

Byung Hoon Ahn, Hadi Esmaeilzadeh, Prannoy Pilligundla

arxiv:1905.12799 v1 · 2019-05-30 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JPFKWTMPWP6JZ3NTUPZYSXCYMN}

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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

Receipt and verification
First computed 2026-05-17T23:44:39.633485Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4bcaab4d8fb3fc9cedb3a3f3895c58637538c4f3389d07881fd3c35d7d288fdc

Aliases

arxiv: 1905.12799 · arxiv_version: 1905.12799v1 · doi: 10.48550/arxiv.1905.12799 · pith_short_12: JPFKWTMPWP6J · pith_short_16: JPFKWTMPWP6JZ3NT · pith_short_8: JPFKWTMP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JPFKWTMPWP6JZ3NTUPZYSXCYMN \
  | 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: 4bcaab4d8fb3fc9cedb3a3f3895c58637538c4f3389d07881fd3c35d7d288fdc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8aa4c86870021cf5ce1179b6a088baac483058f823dda6543097be1b972fc5fe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-30T00:37:26Z",
    "title_canon_sha256": "67a9190b564bdc15638c3ad286dcf9fc5f8e54f0abdf290f4d5a5d7b947b2a67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.12799",
    "kind": "arxiv",
    "version": 1
  }
}