Pith Number

pith:5YLGAVGW

pith:2021:5YLGAVGW73KT7L3U2XU5CCYRDP

not attested not anchored not stored refs pending

FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference

Daya Khudia, Haixin Liu, Jianyu Huang, Jongsoo Park, Mikhail Smelyanskiy, Protonu Basu, Summer Deng

arxiv:2101.05615 v1 · 2021-01-13 · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5YLGAVGW73KT7L3U2XU5CCYRDP}

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.

Cited by

11 papers in Pith

Energy-Efficient CNN Acceleration with MSDF Digit-Serial Arithmetic on FPGA

DPIFrame: A Dual-Level Parallelism Acceleration Framework for CTR Model Inference

FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching

LoKA: Low-precision Kernel Applications for Recommendation Models At Scale

Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Receipt and verification

First computed	2026-07-05T02:06:57.527639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee166054d6fed53faf74d5e9d10b111bc1d9aae2df0fa76e1528839d66af54db

Aliases

arxiv: 2101.05615 · arxiv_version: 2101.05615v1 · doi: 10.48550/arxiv.2101.05615 · pith_short_12: 5YLGAVGW73KT · pith_short_16: 5YLGAVGW73KT7L3U · pith_short_8: 5YLGAVGW

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/5YLGAVGW73KT7L3U2XU5CCYRDP \
  | 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: ee166054d6fed53faf74d5e9d10b111bc1d9aae2df0fa76e1528839d66af54db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d22d613195503f17aa74909a9c2ddb67ed79f06a442dd4aed4809fe45db6430",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-13T00:34:04Z",
    "title_canon_sha256": "de471a0711565a4e5edbe71331fc1bc17fb2b78b432ab4cd9e4622500c0f3512"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.05615",
    "kind": "arxiv",
    "version": 1
  }
}