Dontopedia

nn.Linear

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

nn.Linear has 4 facts recorded in Dontopedia across 3 references.

4 facts·3 predicates·3 sources
Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (9)

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isInstanceIs Instance(5)

rdf:typeRdf:type(2)

replacesReplaces(1)

replacesInHiddenLayersReplaces in Hidden Layers(1)

Other facts (3)

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3 facts
PredicateValueRef
Compatible With Ternary Quantizationtrue[1]
Creates LayerLinear Layer[2]
Rdf:typePy Torch Module[3]

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.

compatibleWithTernaryQuantizationblah/watt-activation/part-320
true
createsLayerbeam/58f12238-1846-4fee-9e47-8a6406dd05a7
ex:linear-layer
typebeam/395b0286-5a3e-4195-a977-dfb02976002e
ex:PyTorchModule
labelbeam/395b0286-5a3e-4195-a977-dfb02976002e
nn.Linear

References (3)

3 references
  1. [1]Part 3201 fact
    ctx:discord/blah/watt-activation/part-320
  2. ctx:claims/beam/58f12238-1846-4fee-9e47-8a6406dd05a7
    • full textbeam-chunk
      text/plain1 KBdoc:beam/58f12238-1846-4fee-9e47-8a6406dd05a7
      Show excerpt
      - **Cons**: Requires tuning of the weight decay parameter. ### 5. **AdaBelief** - **Description**: AdaBelief is a recent optimizer that modifies the adaptive learning rate scheme of Adam to better align with the curvature of the loss
  3. ctx:claims/beam/395b0286-5a3e-4195-a977-dfb02976002e

See also

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