Pith Number

pith:WR3QGWD6

pith:2021:WR3QGWD6ZXSMEFC2QXYJDNWX3G

not attested not anchored not stored refs pending

Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks

Amirali Boroumand, Berkin Akin, Eric Shiu, Geraldo F. Oliveira, Onur Mutlu, Ravi Narayanaswami, Saugata Ghose, Xiaoyu Ma

arxiv:2109.14320 v1 · 2021-09-29 · cs.AR · 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{WR3QGWD6ZXSMEFC2QXYJDNWX3G}

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

New Tools, Programming Models, and System Support for Processing-in-Memory Architectures

Receipt and verification

First computed	2026-07-05T03:18:34.144049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b47703587ecde4c2145a85f091b6d7d9ad3df27f1dcf90d3e6bca9e5c812617c

Aliases

arxiv: 2109.14320 · arxiv_version: 2109.14320v1 · doi: 10.48550/arxiv.2109.14320 · pith_short_12: WR3QGWD6ZXSM · pith_short_16: WR3QGWD6ZXSMEFC2 · pith_short_8: WR3QGWD6

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/WR3QGWD6ZXSMEFC2QXYJDNWX3G \
  | 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: b47703587ecde4c2145a85f091b6d7d9ad3df27f1dcf90d3e6bca9e5c812617c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f27b79e83954098e80dc5d8bf065b0c3903b9ba03b79dfaf2bbaef4daae16cd6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2021-09-29T10:16:53Z",
    "title_canon_sha256": "0a0bfe1c0b463cbc4b6dfc1f86abba3e88211d5a0eea41eb4166a94f4ebe96c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.14320",
    "kind": "arxiv",
    "version": 1
  }
}