Pith Number

pith:GFSKIOYK

pith:2024:GFSKIOYKASQGSSTJBOHB3CTHCF

not attested not anchored not stored refs pending

The Unreasonable Effectiveness Of Early Discarding After One Epoch In Neural Network Hyperparameter Optimization

Felix Mohr, Prasanna Balaprakash, Romain Egele, Tom Viering

arxiv:2404.04111 v1 · 2024-04-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFSKIOYKASQGSSTJBOHB3CTHCF}

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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

FLORA: A deep learning approach to predict forest attributes from heterogeneous LiDAR data

Receipt and verification

First computed	2026-07-05T08:04:45.768561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3164a43b0a04a0694a690b8e1d8a67114c0a68fd530cf873de7b5fe0e5e04be6

Aliases

arxiv: 2404.04111 · arxiv_version: 2404.04111v1 · doi: 10.48550/arxiv.2404.04111 · pith_short_12: GFSKIOYKASQG · pith_short_16: GFSKIOYKASQGSSTJ · pith_short_8: GFSKIOYK

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/GFSKIOYKASQGSSTJBOHB3CTHCF \
  | 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: 3164a43b0a04a0694a690b8e1d8a67114c0a68fd530cf873de7b5fe0e5e04be6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4896508e2d9cb36c43a8a411c478b4264be157e9d1c28721924ebef107eecdd7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-05T14:08:57Z",
    "title_canon_sha256": "aa722cded1738b36ac3344c017ca6ac8d052c8bdfef71e82e837117abbc6ff18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04111",
    "kind": "arxiv",
    "version": 1
  }
}