From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Evaluation Loop has 9 facts recorded in Dontopedia across 1 reference.
Mostly:counts correct predictions(1), counts total samples(1), extracts predictions(1)
movesDataToDeviceprintsTestAccuracylogsAccuracyToTensorBoardcalculatesAccuracydisablesGradientTrackingsetsModelToEvalTimeline 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/33a11058-d12d-46f4-a92e-b4bef400e645inputs, labels = inputs.to(device), labels.to(device) optimizer.zero_grad() outputs = model(inputs) loss = criterion(outputs, labels) loss.backward() optimizer.step() running_loss +…
Dontopedia is in a read-only public launch. Follow the references and disputed branches now; contributions will open after durable identity and moderation are in place.