Dontopedia
Explore

Linear Layer Fc3

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)

Linear Layer Fc3 has 6 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

6 facts·5 predicates·1 sources·1 in dispute

Mostly:rdf:type(2), affects(1), identifier(1)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Affectsaffects

Identifieridentifier

  • fc3[1]sourceall time · Cc1315f0 7954 44ad 96b4 19d6a2409d50

Part ofpartOf

  • Model[1]sourceall time · Cc1315f0 7954 44ad 96b4 19d6a2409d50

Purposepurpose

Inbound mentions (2)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

hasComponentHas Component(1)

hasPartHas Part(1)

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

affectsbeam/cc1315f0-7954-44ad-96b4-19d6a2409d50
ex:model-depth
identifierbeam/cc1315f0-7954-44ad-96b4-19d6a2409d50
fc3
partOfbeam/cc1315f0-7954-44ad-96b4-19d6a2409d50
ex:model
purposebeam/cc1315f0-7954-44ad-96b4-19d6a2409d50
ex:increase-model-depth
typebeam/cc1315f0-7954-44ad-96b4-19d6a2409d50
ex:fcComponent
typebeam/cc1315f0-7954-44ad-96b4-19d6a2409d50
ex:LinearLayer

References (1)

1 references
  1. [1]beam-chunk6 facts
    customctx:claims/beam/cc1315f0-7954-44ad-96b4-19d6a2409d50
    • full textbeam-chunk
      text/plain933 Bdoc:beam/cc1315f0-7954-44ad-96b4-19d6a2409d50
      Show excerpt
      - Added an extra linear layer (`fc3`) to increase the depth of the model, allowing it to capture more complex patterns in the data. 4. **Weight Decay (L2 Regularization)**: - Included weight decay in the `optim.Adam` optimizer with a

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.