Pith Number

pith:SSURNYHW

pith:2020:SSURNYHWQNC3H7YIB2FR6IYCEW

not attested not anchored not stored refs pending

Data Movement Is All You Need: A Case Study on Optimizing Transformers

Andrei Ivanov, Nikoli Dryden, Shigang Li, Tal Ben-Nun, Torsten Hoefler

arxiv:2007.00072 v3 · 2020-06-30 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SSURNYHWQNC3H7YIB2FR6IYCEW}

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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

4 papers in Pith

PALUTE: Processing-In-Memory Acceleration via Lookup Table for Edge LLM Inference

On Efficient Scaling of GNNs via IO-Aware Layers Implementations

Instant GPU Efficiency Visibility at Fleet Scale

Microarchitectural Co-Optimization for Sustained Throughput of RISC-V Multi-Lane Chaining Vector Processors

Receipt and verification

First computed	2026-07-05T03:29:45.476119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94a916e0f68345b3ff080e8b1f2302259dc942c08fabd7d61a9d89af994404cd

Aliases

arxiv: 2007.00072 · arxiv_version: 2007.00072v3 · doi: 10.48550/arxiv.2007.00072 · pith_short_12: SSURNYHWQNC3 · pith_short_16: SSURNYHWQNC3H7YI · pith_short_8: SSURNYHW

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/SSURNYHWQNC3H7YIB2FR6IYCEW \
  | 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: 94a916e0f68345b3ff080e8b1f2302259dc942c08fabd7d61a9d89af994404cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "015c8a9b1c679a6ef248e209db5872ac737a5f82da74047e8ade2710640e81cc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-30T19:26:36Z",
    "title_canon_sha256": "83c60de1accf3cdd95dd9d977d85b527aeb327b26aff0d3c4453b16a98696f74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.00072",
    "kind": "arxiv",
    "version": 3
  }
}