Pith Number

pith:O7G6CCAH

pith:2021:O7G6CCAH5LGFVUKTUTGJ2JXUTY

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An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks

Amir Yazdanbakhsh, Berkin Akin, James Laudon, Kiran Seshadri, Ravi Narayanaswami

arxiv:2102.10423 v2 · 2021-02-20 · cs.LG · cs.AR

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\usepackage{pith}
\pithnumber{O7G6CCAH5LGFVUKTUTGJ2JXUTY}

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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

3 papers in Pith

Verifiable and Confidential DNN Inference on Low-End Edge Devices

Single-Shot Matrix-Matrix Multiplication Optical Tensor Processor for Deep Learning

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Receipt and verification

First computed	2026-07-05T05:04:59.408226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77cde10807eacc5ad153a4cc9d26f49e113de85807b1eed0426c775e57b42d10

Aliases

arxiv: 2102.10423 · arxiv_version: 2102.10423v2 · doi: 10.48550/arxiv.2102.10423 · pith_short_12: O7G6CCAH5LGF · pith_short_16: O7G6CCAH5LGFVUKT · pith_short_8: O7G6CCAH

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/O7G6CCAH5LGFVUKTUTGJ2JXUTY \
  | 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: 77cde10807eacc5ad153a4cc9d26f49e113de85807b1eed0426c775e57b42d10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6464338765a311b6ec4eefeb82b6a2030b3489c43924630029dd0326eacf281c",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-20T19:25:09Z",
    "title_canon_sha256": "d82a0b25d277a7ec4320580e6c54233af48ba130e63ef96a29440d46a3cd504e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.10423",
    "kind": "arxiv",
    "version": 2
  }
}