Dontopedia

Early Stop Trigger

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)

Early Stop Trigger has 3 facts recorded in Dontopedia across 2 references.

3 facts·3 predicates·2 sources
Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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resultOfResult of(1)

Other facts (3)

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.

3 facts
PredicateValueRef
Rdf:typeThreshold Condition[1]
Compares WithPatience[1]
Results inTraining Abort[2]

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.

typebeam/b80861a1-4d78-42bf-910d-0bb6e355c0ce
ex:ThresholdCondition
comparesWithbeam/b80861a1-4d78-42bf-910d-0bb6e355c0ce
ex:patience
resultsInbeam/815302c1-8846-46c0-b5a2-8475c92165b2
ex:training-abort

References (2)

2 references
  1. ctx:claims/beam/b80861a1-4d78-42bf-910d-0bb6e355c0ce
    • full textbeam-chunk
      text/plain1 KBdoc:beam/b80861a1-4d78-42bf-910d-0bb6e355c0ce
      Show excerpt
      loss = loss_fn(outputs, batch_labels) val_loss += loss.item() val_loss /= len(val_loader) print(f"Epoch [{epoch+1}/{num_epochs}], Val Loss: {val_loss:.4f}") # Early stopping if val_loss < best_v
  2. ctx:claims/beam/815302c1-8846-46c0-b5a2-8475c92165b2
    • full textbeam-chunk
      text/plain1 KBdoc:beam/815302c1-8846-46c0-b5a2-8475c92165b2
      Show excerpt
      optimizer.step() # Zero gradients optimizer.zero_grad() # Validation loop scorer.eval() val_losses = [] with torch.no_grad(): for batch_inputs, batch_targets in val_loader: outpu

See also

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