From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Optimizer Adamw has 9 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.
Mostly:has parameter(2), optimizes(1), is unused in loop(1)
isDefinedButNotUsedhasWeightDecayhasLearningRateisInstanceofOther 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.
canUseAlternativeOptimizerCan Use Alternative Optimizer(1)ex:training_loopsuggestsUsageSuggests Usage(1)ex:commented_alternativeTimeline 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.
doc:beam/b02a693b-1722-430c-8ed6-7741bfa792aeoptimizer_adamw = optim.AdamW(model.parameters(), lr=1e-4, weight_decay=1e-5) # Example training loop for epoch in range(10): # Forward pass outputs = model(inputs) loss = loss_fn(outputs, targets) # Backward pass and opti…
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