Pith Number

pith:BQVX54QI

pith:2020:BQVX54QI6J6ESVO36WERMESVE4

not attested not anchored not stored refs pending

AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning

Ameer Haj-Ali, Ion Stoica, John Wawrzynek, John Xiang, Krste Asanovic, Qijing Huang, William Moses

arxiv:2003.00671 v2 · 2020-03-02 · cs.DC · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQVX54QI6J6ESVO36WERMESVE4}

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.

Cited by

1 paper in Pith

Pearl: Automatic Code Optimization Using Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T00:46:06.874743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c2b7ef208f27c4955dbf589161255272ac2bc1dae2e23715d0a4ea58c4e69ee

Aliases

arxiv: 2003.00671 · arxiv_version: 2003.00671v2 · doi: 10.48550/arxiv.2003.00671 · pith_short_12: BQVX54QI6J6E · pith_short_16: BQVX54QI6J6ESVO3 · pith_short_8: BQVX54QI

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/BQVX54QI6J6ESVO36WERMESVE4 \
  | 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: 0c2b7ef208f27c4955dbf589161255272ac2bc1dae2e23715d0a4ea58c4e69ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bdfcd982f97236c1d0e767c0d844cfd1f0803e5dc365fd143a1e0215b152b80",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-03-02T05:35:32Z",
    "title_canon_sha256": "e7ca66b0594dcbe8a49e971229179bc2b260588a037cdbede6eb44e3d926bbbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.00671",
    "kind": "arxiv",
    "version": 2
  }
}