Optimization Result
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)
Optimization Result has 15 facts recorded in Dontopedia across 5 references, with 1 live disagreement.
Mostly:rdf:type(3), time saved(1), method used(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (4)
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.
effectEffect(1)
- Causal Relationship
ex:causal-relationship
hasOutcomeHas Outcome(1)
- Query Comparison
ex:query-comparison
providesProvides(1)
- Return Statement
ex:return-statement
returnsReturns(1)
- Minimize Function
ex:minimize-function
Other facts (15)
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 |
|---|---|---|
| Rdf:type | Event | [1] |
| Rdf:type | String Output | [3] |
| Rdf:type | Optimization Result | [4] |
| Time Saved | 17 | [1] |
| Method Used | batching-eval-calls | [1] |
| Narrowed Gap to | 4 | [1] |
| Previous Gap Was | 7 | [1] |
| Speed Boost Factor | 10-30x | [2] |
| Speed Boost Factor Calculated | 300x | [2] |
| Has Value | Candidate's query is not optimized | [3] |
| Has Alternative Value | Candidate's query is optimized | [3] |
| Conditional on | Query Comparison | [3] |
| Has Attribute | X Attribute | [4] |
| Includes | Better Performance | [5] |
| Potentially Includes | Compliance Rate Improvement | [5] |
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 (5)
ctx:discord/blah/watt-activation/292- full textwatt-activation-292text/plain2 KB
doc:agent/watt-activation-292/126da404-b457-4703-9947-909873e9c37aShow excerpt
[2026-03-14 03:52] xenonfun: ``` ⏺ There it is: LOHE OPTIMIZER STEP BREAKDOWN (492.5 ms total, 66.5K tok/s) ├── Forward + capture: 143.4 ms (29%) — same as RotAdamW forward ├── Block updates: 344.3 ms (70%) ← THE …
ctx:discord/blah/watt-activation/584- full textwatt-activation-584text/plain3 KB
doc:agent/watt-activation-584/12a4a596-7b7f-461d-b7d3-ea40e7425e94Show excerpt
[2026-03-29 08:40] xenonfun: ``` === Per-measurement breakdown === 1. Langevin: 200 individual dispatches (should batch) 2. Field readback: 393 KB 3. RotorField: 1 dispatch 4. Links: 1 dispatch 5. APE smearing: 20 d…
ctx:claims/beam/c2651687-4b3e-4157-8b59-152b9cf0d729ctx:claims/beam/3c399a7b-cdb0-4ea1-9eb4-12f84952a5d3- full textbeam-chunktext/plain1 KB
doc:beam/3c399a7b-cdb0-4ea1-9eb4-12f84952a5d3Show excerpt
# Calculate the weighted sum of the queries weighted_sum = np.sum([weight * query for weight, query in zip(weights, queries)], axis=0) return weighted_sum def loss_function(weights, queries, true_values): # Calculate the we…
ctx:claims/beam/0e793bb4-75c0-4476-9325-6156235aa79a
See also
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