Pith Number

pith:XSLILZKV

pith:2025:XSLILZKVKBAIYLOP4WCPZL4M4C

not attested not anchored not stored refs pending

Leveraging Compute-in-Memory for Efficient Generative Model Inference in TPUs

Hongou Li, Le Ye, Meng Wu, Ru Huang, Tianyu Jia, Wenjie Ren, Zhantong Zhu

arxiv:2503.00461 v1 · 2025-03-01 · cs.AR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XSLILZKVKBAIYLOP4WCPZL4M4C}

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	2026-07-05T10:22:23.178814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc9685e55550408c2dcfe584fcaf8ce0aa3534eddaf6f5832891ade51df6c8b6

Aliases

arxiv: 2503.00461 · arxiv_version: 2503.00461v1 · doi: 10.48550/arxiv.2503.00461 · pith_short_12: XSLILZKVKBAI · pith_short_16: XSLILZKVKBAIYLOP · pith_short_8: XSLILZKV

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/XSLILZKVKBAIYLOP4WCPZL4M4C \
  | 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: bc9685e55550408c2dcfe584fcaf8ce0aa3534eddaf6f5832891ade51df6c8b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebb2460455c76d3b2aaeb25b09a19b7f4eb703ba2c01b273e4487a2f96ff841b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-03-01T12:03:25Z",
    "title_canon_sha256": "7d532d5a4482a44c79536e5c17f216959f70afe4652633e14ab7d251bb9742cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00461",
    "kind": "arxiv",
    "version": 1
  }
}