Gradient Free Optimizers
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-05-02.)
Gradient Free Optimizers has 8 facts recorded in Dontopedia across 2 references.
Mostly:use only forward passes(1), preferred by(1), reduce memory by avoiding(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (3)
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assumesStatusAssumes Status(1)
- Xenonfun
ex:xenonfun
believesWipBelieves Wip(1)
- Xenonfun
ex:xenonfun
benefitsHugelyFromBenefits Hugely From(1)
- Apple Silicon
ex:apple-silicon
Other facts (8)
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 |
|---|---|---|
| Use Only Forward Passes | true | [1] |
| Preferred by | Xenonfun | [1] |
| Reduce Memory by Avoiding | Backward Graph | [1] |
| Are Most Interesting | Xenonfun | [1] |
| Eliminate | Mlx Value and Grad | [1] |
| At85m Params | neither method can produce a useful learning signal from the information available in a single forward pass | [2] |
| Criticized As Insufficient | cannot produce useful learning signal | [2] |
| Presupposes Experimental Context | Optimizer Comparison Experiments | [2] |
Timeline
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References (2)
See also
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