Pith Number

pith:2OSM4LB6

pith:2016:2OSM4LB626HWKUSCZATPMU5Y5V

not attested not anchored not stored refs pending

Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks

Darryl D. Lin, Sachin S. Talathi

arxiv:1607.02241 v1 · 2016-07-08 · cs.LG · cs.CV

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

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	2026-05-18T01:11:20.889154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3a4ce2c3ed78f655242c826f653b8ed50be84d88a31f65a6d6be7200f0cb836

Aliases

arxiv: 1607.02241 · arxiv_version: 1607.02241v1 · doi: 10.48550/arxiv.1607.02241 · pith_short_12: 2OSM4LB626HW · pith_short_16: 2OSM4LB626HWKUSC · pith_short_8: 2OSM4LB6

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/2OSM4LB626HWKUSCZATPMU5Y5V \
  | 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: d3a4ce2c3ed78f655242c826f653b8ed50be84d88a31f65a6d6be7200f0cb836

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0610ef8ddc656fea6b30509728d6b174c7690796df2a79cbb4e3e6861c1083dd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-07-08T06:07:03Z",
    "title_canon_sha256": "fa5714c55f7fdf97bff832a84350d27f4ba3bfd64ccd1fa202c7960ad129b6c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1607.02241",
    "kind": "arxiv",
    "version": 1
  }
}