Dontopedia

Feedback Loop Function

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Feedback Loop Function has 12 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

12 facts·7 predicates·2 sources·1 in dispute

Mostly:contains(6), parameters(1), computes(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (3)

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callsCalls(1)

containsContains(1)

occurs-inOccurs in(1)

Other facts (12)

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.

12 facts
PredicateValueRef
ContainsOptimizer Zero Grad[1]
ContainsModel Forward Pass[1]
ContainsLoss Computation[1]
ContainsLoss Backward[1]
ContainsOptimizer Step[1]
Containsdata-transfer-operation[2]
ParametersModel Parameter[1]
ComputesLoss Value[1]
TriggersBackpropagation[1]
UpdatesModel Parameters[1]
ResetsOptimizer Grads[1]
Rdf:typeFunction[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.

parametersbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:model-parameter
containsbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:optimizer-zero-grad
containsbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:model-forward-pass
containsbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:loss-computation
containsbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:loss-backward
containsbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:optimizer-step
computesbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:loss-value
triggersbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:backpropagation
updatesbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:model-parameters
resetsbeam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
ex:optimizer-grads
typebeam/6acdbef8-0199-47b6-aa95-d72ae3beb573
ex:Function
containsbeam/6acdbef8-0199-47b6-aa95-d72ae3beb573
data-transfer-operation

References (2)

2 references
  1. ctx:claims/beam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
    • full textbeam-chunk
      text/plain1 KBdoc:beam/b481f9b6-f6a1-4361-98f9-1f1ab9061fb5
      Show excerpt
      x = self.fc2(x) return x # Initialize the model and optimizer model = MyModel() optimizer = torch.optim.Adam(model.parameters(), lr=0.001) # Define the feedback loop logic def feedback_loop(model, optimizer, data): # U
  2. ctx:claims/beam/6acdbef8-0199-47b6-aa95-d72ae3beb573

See also

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