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Early Stopping Event

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

Early Stopping Event has 11 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

11 facts·9 predicates·2 sources·1 in dispute

Mostly:resulted in action(3), has iteration count(1), has metric count(1)

Maturity scale raw canonical shape-checked rule-derived certified

Resulted in Actionin disputeresultedInAction

Has Iteration CounthasIterationCount

  • 750[2]sourceall time · 70

Has Metric CounthasMetricCount

  • 30[2]sourceall time · 70

Has TriggerhasTrigger

Mentions Best Validation LossmentionsBestValidationLoss

  • 3.6677[1]sourceall time · 28

Mentions Iteration CountmentionsIterationCount

  • 500[1]sourceall time · 28

Descriptiondescription

  • val loss hasn't improved for 20 eval intervals (500 iters).[1]sourceall time · 28

Triggered bytriggeredBy

Rdf:typerdf:type

Inbound mentions (1)

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.

reportsEventReports Event(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.

11 undated
—
descriptionblah/random/28
val loss hasn't improved for 20 eval intervals (500 iters).
—
hasIterationCountblah/safiersemantics/70
750
—
hasMetricCountblah/safiersemantics/70
30
—
hasTriggerblah/safiersemantics/70
ex:validation-loss-stagnation
—
mentionsBestValidationLossblah/random/28
3.6677
—
mentionsIterationCountblah/random/28
500
—
typeblah/random/28
ex:MachineLearningEvent
—
resultedInActionblah/safiersemantics/70
ex:saving-checkpoint
—
resultedInActionblah/random/28
ex:saving-checkpoint
—
resultedInActionblah/random/28
ex:stopping-training
—
triggeredByblah/random/28
ex:validation-stagnation

References (2)

2 references
  1. [1]random-287 facts
    customctx:discord/blah/random/28
    • full textrandom-28
      text/plain2 KBdoc:agent/random-28/d1c103cf-de94-477e-9407-903eb1cdff93
      Show excerpt
      [2026-02-17 19:43] xenonfun: stalled here: ``` Iter 4300 | Loss: 3.7543 | Val: 3.7114 (ppl 40.9) | LR: 0.000030 | Best val: 3.6677 | 877ms/iter | 1353s elapsed | ETA 6750s | Patience: 20/20 Early stopping: val loss hasn't improved for 20 …
  2. [2]safiersemantics-704 facts
    customctx:discord/blah/safiersemantics/70
    • full textsafiersemantics-70
      text/plain3 KBdoc:agent/safiersemantics-70/dbacde78-f635-4864-93c8-c2425e32c560
      Show excerpt
      [2026-02-19 20:25] xenonfun: model-ds being trained, asked it to optimize just on this training set what can be done without blowing out my 24GB limit and not exhausting the model from not enough data. (files: Screenshot_2026-02-19_at_3.23.…

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