manifold constraint
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
manifold constraint has 8 facts recorded in Dontopedia across 5 references.
Mostly:provides explicit regularization(1), implements(1), causes harm(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (7)
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.
complementsExplicitComplements Explicit(1)
- Implicit Regularization
ex:implicit-regularization
enforcesEnforces(1)
- Forward Pass Normalization
ex:forward-pass-normalization
enforcesConstraintEnforces Constraint(1)
- Forward Pass Normalization
ex:forward-pass-normalization
hasCauseHas Cause(1)
- Retrieval Failure
ex:retrieval-failure
heavilyRegularizedByHeavily Regularized by(1)
- Loheffn V2
ex:loheffn-v2
isHeavilyRegularizedByIs Heavily Regularized by(1)
- Lohe Ffn V2
ex:LoheFFN-v2
mayHaveBeenCausedPartlyByMay Have Been Caused Partly by(1)
- Lack of Retrieval
ex:lack-of-retrieval
Other facts (6)
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 |
|---|---|---|
| Provides Explicit Regularization | Loheffn V2 | [1] |
| Implements | Unit Sphere Projection | [1] |
| Causes Harm | Retrieval | [2] |
| Suppresses Dynamics | Retrieval Supporting | [2] |
| Specifies Projection | Unit Sphere Projection | [3] |
| Rdf:type | Constraint | [5] |
Timeline
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References (5)
ctx:discord/blah/watt-activation/part-160ctx:discord/blah/watt-activation/part-360ctx:discord/blah/watt-activation/160- full textwatt-activation-160text/plain2 KB
doc:agent/watt-activation-160/83f1326e-5f35-47f2-901e-bb1cc61a1eaeShow excerpt
[2026-03-09 16:37] xenonfun: ⏺ With dropout=0.0, the dropout layers are no-ops — they pass through unchanged during both training and inference. So model.train(False) vs model.train(True) makes no difference for our current config. It …
ctx:discord/blah/watt-activation/212- full textwatt-activation-212text/plain3 KB
doc:agent/watt-activation-212/6835fc9f-e8f3-4cfe-b6ab-3f16b5dbc7d2Show excerpt
[2026-03-11 04:12] xenonfun: ``` ⏺ The sidecar data is very revealing! Let me respond to the designer message while the run finishes. --- On Omega's optimizer question: RotationalAdamW is exactly the geometry-aware rotation optimizer d…
ctx:discord/blah/watt-activation/358- full textwatt-activation-358text/plain2 KB
doc:agent/watt-activation-358/5e6372ad-404d-41bf-87ea-6453f5db1dc5Show excerpt
[2026-03-17 17:23] xenonfun: This is a decisive result for the antenna branch. Updated conclusion: - For the antenna architecture in the tested regime, RotAdamW / strict sphere ∩ zero-mean manifold constraint is actively harmful. - Adam wi…
See also
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