Learned Gain Mode
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-05-02.)
Learned Gain Mode has 11 facts recorded in Dontopedia across 1 reference.
Mostly:advocated best(1), has3x better code diversity(1), has entropy(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (5)
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.
3xBetterInLearned3x Better in Learned(1)
- Code Diversity
ex:code-diversity
addsTeleologicalStructureAdds Teleological Structure(1)
- Softplus
ex:softplus
higherBetterImpliedHigher Better Implied(1)
- Utilization
ex:utilization
providesStructureInLearnedProvides Structure in Learned(1)
- Softplus
ex:softplus
showsLearnedSuperiorityShows Learned Superiority(1)
- Exp C
ex:exp-c
Other facts (11)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Advocated Best | Exp C | [1] |
| Has3x Better Code Diversity | Other Gain Modes | [1] |
| Has Entropy | 1.63 | [1] |
| Has Loss At1k | 2.99 | [1] |
| Has Perplexity | 5.1 | [1] |
| Has R Global | 0.76 | [1] |
| Has Top1 Accuracy | 0.38 | [1] |
| Has Utilization | 0.016 | [1] |
| Preferred Over Others | Log Norm Gain Mode | [1] |
| Uses Softplus | Softplus | [1] |
| Wins Clearly in Exp C | Exp C | [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.
References (1)
ctx:discord/blah/watt-activation/part-280
See also
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