Pith. sign in
Pith Number

pith:ORMLQLYZ

pith:2026:ORMLQLYZ4ZZWSJFZLYXR6BXI6X
not attested not anchored not stored refs pending

Evaluating MFU as a Proxy for GPU Power for Energy-Aware Simulation of LLM Training

Niklas Enskat, Philipp Wiesner

arxiv:2608.03880 v1 · 2026-08-04 · cs.PF · cs.DC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ORMLQLYZ4ZZWSJFZLYXR6BXI6X}

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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.
Receipt and verification
First computed 2026-08-05T01:37:18.778875Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7458b82f19e6736924b95e2f1f06e8f5f5c017337bb6d82149f8ca9457c6b6b2

Aliases

arxiv: 2608.03880 · arxiv_version: 2608.03880v1 · doi: 10.48550/arxiv.2608.03880 · pith_short_12: ORMLQLYZ4ZZW · pith_short_16: ORMLQLYZ4ZZWSJFZ · pith_short_8: ORMLQLYZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ORMLQLYZ4ZZWSJFZLYXR6BXI6X \
  | 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: 7458b82f19e6736924b95e2f1f06e8f5f5c017337bb6d82149f8ca9457c6b6b2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "997d678ae3e809de050df01f71a7038cc30bf72f3d3852eed46c06e24942c208",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2026-08-04T16:17:53Z",
    "title_canon_sha256": "dc0f236785a4efaad3bc7590eedeec6eebe1a316f9df74294addc8251d95988b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03880",
    "kind": "arxiv",
    "version": 1
  }
}