Pith Number

pith:GFZSZ3CC

pith:2025:GFZSZ3CC2T5KRORHFGQPAIKDZH

not attested not anchored not stored refs pending

Real-Time Performance Benchmarking of TinyML Models in Embedded Systems (PICO: Performance of Inference, CPU, and Operations)

Abhishek Dey, Gaurav Singh, Robert G. Pettit, Saurabh Srivastava

arxiv:2509.04721 v1 · 2025-09-05 · cs.SE · 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{GFZSZ3CC2T5KRORHFGQPAIKDZH}

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.

Receipt and verification

First computed	2026-07-05T12:05:28.358325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31732cec42d4faa8ba2729a0f02143c9fab76a8368f1b2ede76ad52a3f1d5aa7

Aliases

arxiv: 2509.04721 · arxiv_version: 2509.04721v1 · doi: 10.48550/arxiv.2509.04721 · pith_short_12: GFZSZ3CC2T5K · pith_short_16: GFZSZ3CC2T5KRORH · pith_short_8: GFZSZ3CC

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/GFZSZ3CC2T5KRORHFGQPAIKDZH \
  | 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: 31732cec42d4faa8ba2729a0f02143c9fab76a8368f1b2ede76ad52a3f1d5aa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66b072a7219783676e1a2296adcdf6e8f6a63879c171bb6ed2c394fffd6669c4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-05T00:30:39Z",
    "title_canon_sha256": "36af4f78aba0280edbcf2509e162fe1c880c255c53c45adb72d47b8f90f9d7ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04721",
    "kind": "arxiv",
    "version": 1
  }
}