Pith Number

pith:23I7M26R

pith:2015:23I7M26R5JO2ZDVLZ734LVBI3N

not attested not anchored not stored refs pending

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems

Bing Xu, Chiyuan Zhang, Minjie Wang, Min Lin, Mu Li, Naiyan Wang, Tianjun Xiao, Tianqi Chen, Yutian Li, Zheng Zhang

arxiv:1512.01274 v1 · 2015-12-03 · cs.DC · cs.LG · cs.MS · cs.NE

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\usepackage{pith}
\pithnumber{23I7M26R5JO2ZDVLZ734LVBI3N}

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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

12 papers in Pith

Using Intuition from Empirical Properties to Simplify Adversarial Training Defense

Network-accelerated Distributed Machine Learning Using MLFabric

Object Detection in Video with Spatial-temporal Context Aggregation

Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech

Delving Deep into Liver Focal Lesion Detection: A Preliminary Study

Receipt and verification

First computed	2026-05-18T01:25:17.434605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6d1f66bd1ea5dac8eabcff7c5d428db57cc8f574b4704116df2b9ca1aa239ce

Aliases

arxiv: 1512.01274 · arxiv_version: 1512.01274v1 · doi: 10.48550/arxiv.1512.01274 · pith_short_12: 23I7M26R5JO2 · pith_short_16: 23I7M26R5JO2ZDVL · pith_short_8: 23I7M26R

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/23I7M26R5JO2ZDVLZ734LVBI3N \
  | 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: d6d1f66bd1ea5dac8eabcff7c5d428db57cc8f574b4704116df2b9ca1aa239ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f77c91305301e3f27d6ae51242dc9c948f49922ea32e3fdac4801cb36cec1a0",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MS",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2015-12-03T22:49:21Z",
    "title_canon_sha256": "2a2d3f49a25372cdd08128ea9ace7de3feea2ce072987b29ca867bb86bca64a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.01274",
    "kind": "arxiv",
    "version": 1
  }
}